POSE pipeline#

(Single-modal) In this tutorial, we demonstrate how to perform the POSE pipeline on Breast Cancer (BC) RNA data from TCGA. This analysis entails the following:

  1. Upload data

  2. Compute pairwise sample (WE) distances with respect to gene neigborhoods

  3. Compute global pairwise sample (WE) distance matrices

  4. Convert global distances to a single sample pairwise similarity matrix

  5. (Future work - dpt distance and/or multi-scale diffusion based distances)

  6. Extract pseudo-organization (i.e., ordering) of samples.

  7. Determine schema (i.e., branching).

  8. Visualize schema

  9. (Future work - further investigation into samples within different branches and differential analysis between branches)

  • $d_W(i,j,v)$ - The Wasserstein distance of the 1-hop neighborhood around gene $v$ between sample $i$ and sample $j$

  • $d_E(i,j,v)$ - The Euclidean distance of the 1-hop neighborhood around gene $v$ between sample $i$ and sample $j$

  • $D_W(i,j) = |d_W(i,j,v)|$ - Net Wasserstein distance between sample $i$ and sample $j$ wrt all genes $v$

  • $D_E(i,j) = |d_E(i,j,v)|$ - Net Euclidean distance between sample $i$ and sample $j$ wrt all genes $v$

  • $K_W = e^{-\frac{|D_W|^2}{\sigma^2}}$ - Pairwise sample Wasserstein similarity matrix

  • $K_E = e^{-\frac{|D_E|^2}{\sigma^2}}$ - Pairwise sample Euclidean similarity matrix

  • (Multi-feature, multi-modal) $K = \frac{K_W + K_E}{2}$ - Fused pairwise sample similarity matrix

  • $D = 1 - K$ - Fused pairwise sample distance matrix

  • (Clustering) Determine branching according to lineage tracing algorithm using $D$

  • (Visualizing) Pseudo-ordering of samples in branches according to distance from root node $r$, i.e., $D(r,:)$

First, import the necessary packages:

Load libraries#

import pathlib
import sys

from collections import defaultdict as ddict
import itertools
import matplotlib.pyplot as plt
import networkx as nx
import numpy as np
import pandas as pd
import scipy.sparse as sc_sparse
from tqdm import tqdm

If netflow has not been installed, add the path to the library:

sys.path.insert(0, pathlib.Path(pathlib.Path('.').absolute()).parents[3].resolve().as_posix())
# sys.path.insert(0, pathlib.Path(pathlib.Path('.').absolute()).parents[0].resolve().as_posix())

From the netflow package, we load the following modules:

  • The InfoNet class is used to compute 1-hop neighborhood distances

  • The Keeper class is used to store and manipulate data/results

import netflow as nf

# from netflow.keepers import keeper

Load data#

INPUT_DIR = pathlib.Path('/Volumes/DeasyLab3/Rena/KevinM_TCGA_BRCA_immuneTDA/')
RNA_FNAME = INPUT_DIR / 'TCGA_BRCA_TPM.txt'
CIBERSORT_FNAME = INPUT_DIR / 'tcga_cibersort_tda.py'
CLIN_FNAME = INPUT_DIR / 'TCGA_BRCA_clin.csv'
CLIN_SMALL_FNAME = INPUT_DIR / 'TCGA_BRCA_clin_reduced.csv'

RNA_HPRD_FNAME = INPUT_DIR / 'TCGA_BRCA_TPM_HPRD.txt'
E_HPRD_FNAME = INPUT_DIR / 'edgelist_HPRD_TCGA_BRCA_TPM.csv'
# E_FNAME = '/Users/renae12/Library/CloudStorage/OneDrive-MemorialSloanKetteringCancerCenter/!GDriveMigratedData/My Documents/MSKCC/data/multiple_myeloma_apoptosis_ASK/data/E_apop140.csv'

Restrict to HPRD network (only perform once)#

HPRD_FNAME = '/Users/renae12/Documents/MSKCC/dev/GeometricNetworkAnalysis/data/simple_connected_topologies/HPRD_simple_connected.csv'

E = pd.read_csv(HPRD_FNAME, header=0)
G = nx.from_pandas_edgelist(E)
print(G)

Graph with 9188 nodes and 36682 edges

X = pd.read_csv(RNA_FNAME, header=0, index_col=0, sep='\t')

X.shape

(35347, 1111)

Remove genes that have zero expression for all samples:

X = X.loc[X.max(axis=1) > 1e-6]
X.shape

(34251, 1111)

print(f"{len(set(G) & set(X.index))} out of {len(set(X.index))} genes in RNA data")

8544 out of 34168 genes in RNA data

G = G.subgraph(list(set(G) & set(X.index)))
print(G)

Graph with 8544 nodes and 33785 edges

print(f"Largest connected subgraph has {len(max(nx.connected_components(G), key=len))} nodes")

Largest connected subgraph has 8449 nodes

G = G.subgraph(max(nx.connected_components(G), key=len))
print(G)

Graph with 8449 nodes and 33778 edges

X = X.loc[list(G)]
print(X.shape)

(8472, 1111)

Duplicate genes (probably from ensembl id:

Take sum of TPM values – references:

  • This post says it is ok to add TPM, sort of tersely: https://www.biostars.org/p/9551799/

  • This post says the same thing, more descriptive: https://www.biostars.org/p/397198/

  • Qiagen says so too: https://qiagen.my.salesforce-sites.com/KnowledgeBase/KnowledgeNavigatorPage?id=kA46N000000k9ifSAA&categoryName=OmicSoft_Suite,OmicSoft_Lands#:~:text=The%20sum%20of%20ALL%20normalized,level%20TPM%20for%20each%20gene

gl = []
for a,b in X.reset_index()[['Gene']].groupby('Gene'):
    if b.shape[0] > 1:
        gl.append(a)
        
print(len(gl))
print(*sorted(gl), sep=', ')

23
BAZ2B, CHN2, CLEC4A, COMMD7, CRHR1, CYB561D2, DET1, FAM50B, GGT1, HLA-DQA1, LGALS7, MATR3, MYO18A, NPAS4, POLA2, PTP4A1, RAET1E, RGS5, SCHIP1, SEC16B, SMN1, ST6GALNAC6, TBCE

X = X.reset_index().groupby('Gene').sum()

X.shape

(8449, 1111)

E = pd.DataFrame(data=list(G.edges()), columns=['source', 'target'])
print(E.shape)

(33778, 2)

X.to_csv(RNA_HPRD_FNAME, header=True, index=True)
E.to_csv(E_HPRD_FNAME, header=True, index=False)

Load pretty data#

First set output directory:

outdir = pathlib.Path('/Users/renae12/OneDrive - Memorial Sloan Kettering Cancer Center/!GDriveMigratedData/My Documents/MSKCC/projects/KevinM_TCGA_BRCA_immuneTDA')
if not outdir.is_dir():
    outdir.mkdir()                      

X = pd.read_csv(RNA_HPRD_FNAME, header=0, index_col=0)
print(X.shape)

(8449, 1111)

E = pd.read_csv(E_HPRD_FNAME, header=0)
G = nx.from_pandas_edgelist(E)
print(G)

Graph with 8449 nodes and 33778 edges

Upload data to the keeper:

# results = keeper.Keeper(data={'rna': X})

data_label = 'rna'
keeper = nf.Keeper(data={data_label: X}, outdir=outdir)
keeper._check_observation_labels()
keeper._check_num_observations()

Add the PPI network to the misc data for storage and later reference.

graph_label = 'PPI'
keeper.add_misc(G, graph_label)

netflow.keepers.keeper: 12/14/2023 02:29:38  PM | MSG | keeper:add_misc:1000 | >>> Added misc input PPI to the     
keeper.

Load clin#

clin = pd.read_csv(CLIN_FNAME, header=0, index_col=0)

print(clin.shape)
print(clin['patient'].nunique())
print(clin['sample'].nunique())
display(clin.head(2))

(1111, 85)
1095
1106
patient sample shortLetterCode definition sample_submitter_id sample_type_id oct_embedded sample_id submitter_id state ... paper_tobacco_smoking_history paper_CNV.Clusters paper_Mutation.Clusters paper_DNA.Methylation.Clusters paper_mRNA.Clusters paper_miRNA.Clusters paper_lncRNA.Clusters paper_Protein.Clusters paper_PARADIGM.Clusters paper_Pan.Gyn.Clusters
barcode
TCGA-LL-A73Y-01A-11R-A33J-07 TCGA-LL-A73Y TCGA-LL-A73Y-01A TP Primary solid Tumor TCGA-LL-A73Y-01A 1 False 4d088b92-ccb7-44fe-a582-f1d9034cd643 TCGA-LL-A73Y released ... NaN C4 C4 C4 C4 C7 NaN NaN C6 NaN
TCGA-E2-A1IU-01A-11R-A14D-07 TCGA-E2-A1IU TCGA-E2-A1IU-01A TP Primary solid Tumor TCGA-E2-A1IU-01A 1 False 92058c44-a484-4e08-b1fe-dfe2f03a0aa1 TCGA-E2-A1IU released ... NaN C3 C1 C1 C1 C3 C2 C2 C5 C1

2 rows × 85 columns

clin.loc['TCGA-BH-A0B2-01A-11R-A10J-07', ['vital_status', 'paper_vital_status', 
                                          'days_to_birth', 'paper_days_to_birth']]

vital_status               NaN
paper_vital_status       Alive
days_to_birth              NaN
paper_days_to_birth   -15917.0
Name: TCGA-BH-A0B2-01A-11R-A10J-07, dtype: object

# set missing vital status to value used in paper:
clin.loc['TCGA-BH-A0B2-01A-11R-A10J-07', 'vital_status'] = clin.loc['TCGA-BH-A0B2-01A-11R-A10J-07', 'paper_vital_status']
clin.loc['TCGA-BH-A0B2-01A-11R-A10J-07', 'vital_status']

clin.loc['TCGA-BH-A0B2-01A-11R-A10J-07', 'days_to_birth'] = clin.loc['TCGA-BH-A0B2-01A-11R-A10J-07', 'paper_days_to_birth']

Differences between data and paper data:

cl = 'days_to_death'
cl2 = 'paper_days_to_death'

clin[[cl, cl2]].loc[(clin[cl] != clin[cl2]) & (~(clin[cl].isna() & clin[cl2].isna()))]
days_to_death paper_days_to_death
barcode
TCGA-AC-A23H-01A-11R-A157-07 0.0 174.0
TCGA-BH-A1FG-01A-11R-A13Q-07 577.0 3736.0
TCGA-BH-A18N-01A-11R-A12D-07 468.0 1148.0
TCGA-B6-A0IC-01A-11R-A034-07 0.0 1542.0
TCGA-A8-A08L-01A-11R-A00Z-07 30.0 304.0
TCGA-B6-A0IH-01A-11R-A115-07 2965.0 3418.0
TCGA-A2-A0CO-01A-13R-A22K-07 1468.0 3492.0
TCGA-AC-A62V-01A-11R-A31O-07 348.0 NaN
TCGA-BH-A1F8-01A-11R-A13Q-07 1.0 749.0 
cl = 'days_to_last_follow_up' # 'days_to_death'
cl2 = 'paper_days_to_last_followup'

clin[[cl, cl2]].loc[(clin[cl] != clin[cl2]) & (~(clin[cl].isna() & clin[cl2].isna()))]
days_to_last_follow_up paper_days_to_last_followup
barcode
TCGA-AO-A1KS-01A-11R-A13Q-07 350.0 16.0
TCGA-D8-A1XJ-01A-11R-A14M-07 664.0 663.0
TCGA-BH-A0B4-01A-11R-A00Z-07 1191.0 NaN
TCGA-AC-A23H-01A-11R-A157-07 0.0 81.0
TCGA-A2-A25D-01A-12R-A16F-07 0.0 552.0
TCGA-AO-A0J5-01A-11R-A034-07 735.0 705.0
TCGA-AO-A12E-01A-11R-A10J-07 2142.0 1743.0
TCGA-BH-A0B2-01A-11R-A10J-07 NaN 1242.0
TCGA-AO-A125-01A-11R-A10J-07 3456.0 3019.0
TCGA-AR-A24U-01A-11R-A169-07 3128.0 2363.0
TCGA-LL-A6FP-01A-11R-A31O-07 0.0 677.0
TCGA-C8-A26Y-01A-11R-A16F-07 0.0 394.0
TCGA-AR-A1AV-01A-21R-A12P-07 1864.0 NaN
TCGA-B6-A402-01A-11R-A239-07 2281.0 2134.0
TCGA-AO-A12F-01A-11R-A115-07 1842.0 1471.0
TCGA-AO-A1KP-01A-11R-A13Q-07 2953.0 2513.0
TCGA-AO-A03V-01A-11R-A115-07 1351.0 886.0
TCGA-EW-A6SA-01A-21R-A32P-07 510.0 NaN
TCGA-AR-A24W-01A-11R-A169-07 1550.0 991.0
TCGA-AO-A1KQ-01A-11R-A13Q-07 1882.0 NaN
TCGA-BH-A0DD-01A-31R-A12P-07 2486.0 NaN
TCGA-EW-A1PD-01A-11R-A144-07 424.0 NaN
TCGA-A8-A082-01A-11R-A00Z-07 549.0 -31.0
TCGA-E2-A14W-01A-11R-A12D-07 974.0 NaN
TCGA-AO-A12C-01A-11R-A10J-07 2372.0 1994.0
TCGA-AO-A12G-01A-11R-A10J-07 1639.0 1266.0
TCGA-A1-A0SM-01A-11R-A084-07 242.0 NaN
TCGA-AC-A3W6-01A-12R-A22K-07 0.0 602.0
TCGA-AO-A12A-01A-21R-A115-07 3112.0 2755.0
TCGA-D8-A1XS-01A-11R-A14M-07 496.0 NaN
TCGA-AR-A1AJ-01A-21R-A12P-07 2383.0 3072.0
TCGA-A8-A085-01A-11R-A00Z-07 1124.0 NaN
TCGA-E2-A15O-01A-11R-A115-07 289.0 1545.0
TCGA-AO-A03T-01A-21R-A034-07 2124.0 1456.0
TCGA-AO-A1KO-01A-31R-A13Q-07 622.0 448.0
TCGA-LL-A5YM-01A-11R-A28M-07 394.0 466.0
TCGA-A2-A0CO-01A-13R-A22K-07 1468.0 3409.0
TCGA-AC-A62V-01A-11R-A31O-07 2.0 NaN
TCGA-A2-A0EN-01A-13R-A084-07 4088.0 2718.0
TCGA-E2-A9RU-01A-11R-A41B-07 0.0 538.0
TCGA-AQ-A54O-01A-11R-A266-07 1001.0 NaN
TCGA-D8-A1JK-01A-11R-A13Q-07 0.0 612.0

  • All primary solid tumors - site = breast, named ‘Breast Invasive Carcinoma’

selected_cols = ['vital_status', 'primary_diagnosis', 
 'prior_malignancy', 'prior_treatment', 'race', 'gender', 'ethnicity',
 'site_of_resection_or_biopsy', 
 'ajcc_pathologic_t', 'ajcc_pathologic_n', 'ajcc_pathologic_m']


# lut = dict(zip(set(clin.fillna('NA')['vital_status'].unique()), 
#                 sns.hls_palette(len(set(clin.fillna('NA')['vital_status'].unique())), l=0.5, s=0.8)))
# # row_colors = pd.DataFrame(clin.fillna('NA')['vital_status'].unique())[0].map(lut)
# clin.fillna('NA')['vital_status'].map(lut)

row_colors = []
for cl in selected_cols:
    lut = dict(zip(set(clin.fillna('NA')[cl].unique()), 
                sns.hls_palette(len(set(clin.fillna('NA')[cl].unique())), l=0.5, s=0.8)))
    row_colors.append(clin.fillna('NA')[cl].map(lut))
    
row_colors = pd.concat(row_colors, axis=1)
vital_status primary_diagnosis prior_malignancy prior_treatment race gender ethnicity site_of_resection_or_biopsy ajcc_pathologic_t ajcc_pathologic_n ajcc_pathologic_m
barcode
TCGA-LL-A73Y-01A-11R-A33J-07 (0.9, 0.14799999999999996, 0.09999999999999998) (0.9, 0.09999999999999998, 0.26069565217391233) (0.09999999999999998, 0.8519999999999998, 0.9) (0.5479999999999997, 0.09999999999999998, 0.9) (0.09999999999999998, 0.8519999999999998, 0.9) (0.09999999999999998, 0.9, 0.14800000000000002) (0.9, 0.14799999999999996, 0.09999999999999998) (0.9, 0.09999999999999998, 0.7377142857142859) (0.09999999999999998, 0.8519999999999998, 0.9) (0.9, 0.09999999999999998, 0.6167058823529408) (0.09999999999999998, 0.37199999999999933, 0.9)
TCGA-E2-A1IU-01A-11R-A14D-07 (0.9, 0.14799999999999996, 0.09999999999999998) (0.9, 0.09999999999999998, 0.26069565217391233) (0.09999999999999998, 0.8519999999999998, 0.9) (0.5479999999999997, 0.09999999999999998, 0.9) (0.8519999999999998, 0.9, 0.09999999999999998) (0.09999999999999998, 0.9, 0.14800000000000002) (0.9, 0.14799999999999996, 0.09999999999999998) (0.9, 0.09999999999999998, 0.7377142857142859) (0.09999999999999998, 0.8519999999999998, 0.9) (0.9, 0.43035294117647055, 0.09999999999999998) (0.9, 0.14799999999999996, 0.09999999999999998)
TCGA-AO-A03U-01B-21R-A10J-07 (0.09999999999999998, 0.8519999999999998, 0.9) (0.9, 0.356695652173913, 0.09999999999999998) (0.09999999999999998, 0.8519999999999998, 0.9) (0.5479999999999997, 0.09999999999999998, 0.9) (0.8519999999999998, 0.9, 0.09999999999999998) (0.09999999999999998, 0.9, 0.14800000000000002) (0.9, 0.14799999999999996, 0.09999999999999998) (0.9, 0.09999999999999998, 0.7377142857142859) (0.09999999999999998, 0.8519999999999998, 0.9) (0.09999999999999998, 0.9, 0.2421176470588235) (0.9, 0.14799999999999996, 0.09999999999999998)
TCGA-E9-A1NH-01A-11R-A14D-07 (0.9, 0.14799999999999996, 0.09999999999999998) (0.9, 0.09999999999999998, 0.26069565217391233) (0.09999999999999998, 0.8519999999999998, 0.9) (0.5479999999999997, 0.09999999999999998, 0.9) (0.8519999999999998, 0.9, 0.09999999999999998) (0.09999999999999998, 0.9, 0.14800000000000002) (0.9, 0.14799999999999996, 0.09999999999999998) (0.9, 0.09999999999999998, 0.7377142857142859) (0.9, 0.8337142857142857, 0.09999999999999998) (0.6185882352941171, 0.09999999999999998, 0.9) (0.9, 0.14799999999999996, 0.09999999999999998)
TCGA-BH-A1EY-01A-11R-A13Q-07 (0.09999999999999998, 0.8519999999999998, 0.9) (0.9, 0.09999999999999998, 0.26069565217391233) (0.09999999999999998, 0.8519999999999998, 0.9) (0.5479999999999997, 0.09999999999999998, 0.9) (0.8519999999999998, 0.9, 0.09999999999999998) (0.09999999999999998, 0.9, 0.14800000000000002) (0.9, 0.14799999999999996, 0.09999999999999998) (0.9, 0.09999999999999998, 0.7377142857142859) (0.9, 0.8337142857142857, 0.09999999999999998) (0.9, 0.09999999999999998, 0.6167058823529408) (0.9, 0.14799999999999996, 0.09999999999999998)
... ... ... ... ... ... ... ... ... ... ... ...
TCGA-AC-A3OD-01B-06R-A22O-07 (0.9, 0.14799999999999996, 0.09999999999999998) (0.9, 0.09999999999999998, 0.8867826086956522) (0.09999999999999998, 0.8519999999999998, 0.9) (0.5479999999999997, 0.09999999999999998, 0.9) (0.8519999999999998, 0.9, 0.09999999999999998) (0.09999999999999998, 0.9, 0.14800000000000002) (0.9, 0.14799999999999996, 0.09999999999999998) (0.9, 0.09999999999999998, 0.7377142857142859) (0.9, 0.8337142857142857, 0.09999999999999998) (0.9, 0.14799999999999996, 0.09999999999999998) (0.09999999999999998, 0.37199999999999933, 0.9)
TCGA-AC-A6IX-01A-12R-A32P-07 (0.9, 0.14799999999999996, 0.09999999999999998) (0.9, 0.09999999999999998, 0.8867826086956522) (0.09999999999999998, 0.8519999999999998, 0.9) (0.5479999999999997, 0.09999999999999998, 0.9) (0.8519999999999998, 0.9, 0.09999999999999998) (0.09999999999999998, 0.9, 0.14800000000000002) (0.9, 0.14799999999999996, 0.09999999999999998) (0.9, 0.09999999999999998, 0.7377142857142859) (0.9, 0.8337142857142857, 0.09999999999999998) (0.09999999999999998, 0.14611764705882313, 0.9) (0.09999999999999998, 0.37199999999999933, 0.9)
TCGA-E9-A1RB-01A-11R-A157-07 (0.09999999999999998, 0.8519999999999998, 0.9) (0.9, 0.09999999999999998, 0.26069565217391233) (0.09999999999999998, 0.8519999999999998, 0.9) (0.5479999999999997, 0.09999999999999998, 0.9) (0.8519999999999998, 0.9, 0.09999999999999998) (0.09999999999999998, 0.9, 0.14800000000000002) (0.9, 0.14799999999999996, 0.09999999999999998) (0.9, 0.09999999999999998, 0.7377142857142859) (0.9, 0.8337142857142857, 0.09999999999999998) (0.9, 0.09999999999999998, 0.6167058823529408) (0.9, 0.14799999999999996, 0.09999999999999998)
TCGA-A8-A07Z-01A-11R-A00Z-07 (0.9, 0.14799999999999996, 0.09999999999999998) (0.9, 0.09999999999999998, 0.26069565217391233) (0.09999999999999998, 0.8519999999999998, 0.9) (0.5479999999999997, 0.09999999999999998, 0.9) (0.09999999999999998, 0.9, 0.14800000000000002) (0.09999999999999998, 0.9, 0.14800000000000002) (0.09999999999999998, 0.8519999999999998, 0.9) (0.9, 0.09999999999999998, 0.7377142857142859) (0.9, 0.8337142857142857, 0.09999999999999998) (0.9, 0.09999999999999998, 0.6167058823529408) (0.9, 0.14799999999999996, 0.09999999999999998)
TCGA-A2-A0EY-01A-11R-A034-07 (0.9, 0.14799999999999996, 0.09999999999999998) (0.9, 0.09999999999999998, 0.26069565217391233) (0.09999999999999998, 0.8519999999999998, 0.9) (0.5479999999999997, 0.09999999999999998, 0.9) (0.8519999999999998, 0.9, 0.09999999999999998) (0.09999999999999998, 0.9, 0.14800000000000002) (0.9, 0.14799999999999996, 0.09999999999999998) (0.9, 0.09999999999999998, 0.7377142857142859) (0.9, 0.8337142857142857, 0.09999999999999998) (0.8049411764705882, 0.9, 0.09999999999999998) (0.9, 0.14799999999999996, 0.09999999999999998)

1111 rows × 11 columns

pd.DataFrame(clin.fillna('NA')['vital_status'].unique())
0
0 Alive
1 Dead 
# for cl in staging_morphology_clin_features:
#     clin_overview(cl)

clin_features = ['vital_status', 'days_to_death', 
                 'days_to_last_follow_up', 'age_at_diagnosis', 
                 'primary_diagnosis', 'prior_malignancy', 'prior_treatment',
                 'race', 'gender', 'ethnicity', 
                 'age_at_index', 'days_to_birth', 'year_of_birth', 'year_of_death']

type_clin_features = ['site_of_resection_or_biopsy']

staging_morphology_clin_features = ['ajcc_staging_system_edition', 'ajcc_pathologic_t', 'morphology',
                                    'ajcc_pathologic_n', 'ajcc_pathologic_m', 'icd_10_code']

paper_features = ['paper_patient', 'paper_Included_in_previous_marker_papers',
                  'paper_vital_status', 'paper_days_to_birth', 'paper_days_to_death',
                  'paper_days_to_last_followup', 'paper_age_at_initial_pathologic_diagnosis', 
                  'paper_pathologic_stage', 'paper_BRCA_Pathology', 'paper_BRCA_Subtype_PAM50',
                  'paper_CNV.Clusters', 'paper_Mutation.Clusters',
                  'paper_DNA.Methylation.Clusters', 'paper_mRNA.Clusters',
                  'paper_miRNA.Clusters', 'paper_lncRNA.Clusters',
                  'paper_Protein.Clusters', 'paper_PARADIGM.Clusters',
                  'paper_Pan.Gyn.Clusters']

def clin_overview(col):
    print(f" -- {col} -- ")
    print(f"{clin[col].nunique()} unique values: ", clin[col].unique())
    print("Value counts:")
    display(clin[col].value_counts())

clin_overview('tissue_or_organ_of_origin')

 -- tissue_or_organ_of_origin -- 
6 unique values:  ['Breast, NOS' 'Upper-outer quadrant of breast'
 'Lower-outer quadrant of breast' 'Upper-inner quadrant of breast'
 'Overlapping lesion of breast' nan 'Lower-inner quadrant of breast']
Value counts:

Breast, NOS                       1100
Lower-inner quadrant of breast       3
Upper-outer quadrant of breast       2
Upper-inner quadrant of breast       2
Overlapping lesion of breast         2
Lower-outer quadrant of breast       1
Name: tissue_or_organ_of_origin, dtype: int64

clin_overview('ajcc_pathologic_stage')

 -- ajcc_pathologic_stage -- 
12 unique values:  ['Stage IA' 'Stage I' 'Stage IIB' 'Stage IIA' 'Stage IIIC' 'Stage IIIA'
 'Stage X' 'Stage IIIB' 'Stage IV' nan 'Stage II' 'Stage IB' 'Stage III']
Value counts:

Stage IIA     366
Stage IIB     259
Stage IIIA    157
Stage I        90
Stage IA       88
Stage IIIC     65
Stage IIIB     27
Stage IV       20
Stage X        13
Stage II        6
Stage IB        6
Stage III       2
Name: ajcc_pathologic_stage, dtype: int64

clin_overview('synchronous_malignancy')

 -- synchronous_malignancy -- 
2 unique values:  ['No' 'Not Reported' nan]
Value counts:

No              1037
Not Reported      73
Name: synchronous_malignancy, dtype: int64

clin_overview('is_ffpe')

 -- is_ffpe -- 
2 unique values:  [False  True]
Value counts:

False    1099
True       12
Name: is_ffpe, dtype: int64

print(*[keeper.observation_index(k) for k in ['TCGA-A7-A0DB-01A-11R-A00Z-07', 'TCGA-A7-A0DB-01A-11R-A277-07', 
                                              'TCGA-A7-A0DB-01C-02R-A277-07']], sep=', ')

58, 328, 332

co_tracker.loc[['TCGA-A7-A0DB-01A-11R-A00Z-07', 'TCGA-A7-A0DB-01A-11R-A277-07', 
                                              'TCGA-A7-A0DB-01C-02R-A277-07'],
              ['TCGA-A7-A0DB-01A-11R-A00Z-07', 'TCGA-A7-A0DB-01A-11R-A277-07', 
                                              'TCGA-A7-A0DB-01C-02R-A277-07']]
TCGA-A7-A0DB-01A-11R-A00Z-07 TCGA-A7-A0DB-01A-11R-A277-07 TCGA-A7-A0DB-01C-02R-A277-07
TCGA-A7-A0DB-01A-11R-A00Z-07 0 860 830
TCGA-A7-A0DB-01A-11R-A277-07 860 0 1079
TCGA-A7-A0DB-01C-02R-A277-07 830 1079 0 
sns.clustermap(co_tracker.loc[['TCGA-A7-A0DB-01A-11R-A00Z-07', 'TCGA-A7-A0DB-01A-11R-A277-07', 
                                              'TCGA-A7-A0DB-01C-02R-A277-07']], cmap='nipy_spectral')

<seaborn.matrix.ClusterGrid at 0x7fe682fd4310>
../../_images/a9880ee07d4dc933f422ce12d9792cf6421cbe77d550e1aa3b39bc5ceb178778.png 
clin.head()
patient sample shortLetterCode definition sample_submitter_id sample_type_id oct_embedded sample_id submitter_id state ... paper_tobacco_smoking_history paper_CNV.Clusters paper_Mutation.Clusters paper_DNA.Methylation.Clusters paper_mRNA.Clusters paper_miRNA.Clusters paper_lncRNA.Clusters paper_Protein.Clusters paper_PARADIGM.Clusters paper_Pan.Gyn.Clusters
barcode
TCGA-LL-A73Y-01A-11R-A33J-07 TCGA-LL-A73Y TCGA-LL-A73Y-01A TP Primary solid Tumor TCGA-LL-A73Y-01A 1 False 4d088b92-ccb7-44fe-a582-f1d9034cd643 TCGA-LL-A73Y released ... NaN C4 C4 C4 C4 C7 NaN NaN C6 NaN
TCGA-E2-A1IU-01A-11R-A14D-07 TCGA-E2-A1IU TCGA-E2-A1IU-01A TP Primary solid Tumor TCGA-E2-A1IU-01A 1 False 92058c44-a484-4e08-b1fe-dfe2f03a0aa1 TCGA-E2-A1IU released ... NaN C3 C1 C1 C1 C3 C2 C2 C5 C1
TCGA-AO-A03U-01B-21R-A10J-07 TCGA-AO-A03U TCGA-AO-A03U-01B TP Primary solid Tumor TCGA-AO-A03U-01B 1 True dfb7fb86-5f46-4666-a008-395aa0881267 TCGA-AO-A03U released ... NaN C2 C4 C3 C4 C3 C2 C5 C6 C3
TCGA-E9-A1NH-01A-11R-A14D-07 TCGA-E9-A1NH TCGA-E9-A1NH-01A TP Primary solid Tumor TCGA-E9-A1NH-01A 1 True fb0b2d84-d982-4d3a-9803-36420f2e7e46 TCGA-E9-A1NH released ... NaN C1 C4 C1 C1 C3 C4 C1 C6 C1
TCGA-BH-A1EY-01A-11R-A13Q-07 TCGA-BH-A1EY TCGA-BH-A1EY-01A TP Primary solid Tumor TCGA-BH-A1EY-01A 1 True 14193a12-5601-4f0c-90aa-ecd24d6ac41b TCGA-BH-A1EY released ... NaN C6 C4 C2 C1 C3 C3 C2 C6 C3

5 rows × 85 columns

for s, df in clin.groupby('patient'):
    if df.shape[0] > 1:
        sns.clustermap(co_tracker.loc[df.index])
        plt.gcf().suptitle(f"{df.index}")
../../_images/754c40b7b753897c4189b1a39b733e8f11edcf6c9dfc5a12be28e8c74643b043.png ../../_images/0932f2464af4a21f0d5069954d51fe2053e9f2e2d2b46225948b85ea67fe3a40.png ../../_images/73290d4558ae903200da392a198fde1b412593e766757977cf5c33d0da134315.png ../../_images/458fb27326865514811cebae5d12dcc4a7f20c7dbcda821be247c51f831b59a6.png ../../_images/f7b2440accea88871d1905a61f1c99efdcfc12a14d3076cf864f42e522e17774.png ../../_images/f8b60623dcf7197fc21b62cc5d1e54cbb6dc60feeadbe970c2aa9faa6d8750e8.png ../../_images/f28c8bd4f2bbd265642df84ace880aa5e8ff9b44cbd5669ecdea60dbdcb1ad59.png ../../_images/55ca9a9e373568b2d786805915a5c1ff7db323d5bb69810d780c2f3bee467e76.png ../../_images/be89f2dcfc4ba1683a5c5b19dc83efbbc621ad1887c9d5234c19778428c6c909.png ../../_images/b437b09a721bdddcbdc146297c58bc7f1d307d3432ced790ec6f488020316f5e.png ../../_images/bf9922c7e644d8c6edf2c56a1b4580f0c576cfc3eebb1e0608da2b1c219b92ae.png

KEGG immune Pathways#

kegg_fname = pathlib.Path('/Users/renae12/Documents/MSKCC/data/KEGG_pathways_from_OHJ/c2.cp.kegg.v5.2.symbols.xlsx')
pathways = pd.read_excel(kegg_fname, header=None, index_col=0)
pathways = pathways.drop(columns=[1])

# print(*sorted(pathways.index), sep='\n')

pws = ['KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY',
       'KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY',
       'KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY']

pw_features = set()
for pw in pws:
    pw_features = pw_features | set(pathways.loc[pw].values.tolist()) - set([np.nan])
    print(len(pw_features))

75
171
216

pw_features = list(pw_features & set(G))
print(len(pw_features))

193

Compute pairwise-sample 1-hop Wasserstein distances#

inet = nf.methods.classes.InfoNet(keeper, graph_label, layer=data_label,
                                  label='pw_sample_1hop_wass', outdir=None)

netflow.methods.classes: 12/14/2023 02:30:06  PM | MSG | classes:__init__:71 | >>> Loaded graph: Graph with 8449   
nodes and 33778 edges                                                                                              

netflow.methods.classes: 12/14/2023 02:30:06  PM | MSG | classes:__init__:72 | >>> Loaded data: (8449, 1111)       

print(inet.G)
for i in range(len(G)):
    if i not in inet.G:
        print(i)
# print('--------')        
# for ix, i in enumerate(sorted(G)):
#     if ix != i:
#         print(ix, i)

Graph with 8449 nodes and 33778 edges

inet.features == list(range(len(G)))

True

dhop = inet.compute_graph_distances(weight=None)

inet.multiple_pairwise_observation_neighborhood_wass_distance(graph_distances=dhop, 
                                                              nodes=pw_features,
                                                              include_self=False,
                                                              label='rna_pw_obs_nbhd_wass_dist',
                                                              desc='Computing pairwise 1-hop distances',
                                                              profiles_desc='t0')

netflow.methods.classes: 12/14/2023 02:31:00  PM | MSG |                                                           
classes:multiple_pairwise_observation_neighborhood_wass_distance:786 | >>> Loaded saved observation pairwise 1-hop 
neighborhood Wasserstein distances from t0 profiles of size (616605, 182).                                         

netflow.keepers.keeper: 12/14/2023 02:31:00  PM | MSG | keeper:add_misc:1000 | >>> Added misc input                
rna_pw_obs_nbhd_wass_dist to the keeper.

Note: Checking for NaN values in distances:

a = keeper.misc['rna_pw_obs_nbhd_wass_dist'] 
print(a.shape)
print(a.isna().sum().sum())
b = a.loc[a.isna().sum(axis=1)>0, a.isna().sum(axis=0)>0]
# genes with NaN distance
b.sum(axis=0)

(616605, 182)
175752

MICA       5636.065586
RAET1G    45669.321846
ULBP1     29755.503031
MICB       5636.065586
FCGR3B       48.757326
dtype: float64

# genes with NaN:
nan_gl = a.columns[a.isna().sum(axis=0)>0]
print(*nan_gl, sep=', ')

MICA, RAET1G, ULBP1, MICB, FCGR3B

# nan_ol = a.index[a.isna().sum(axis=1)>0]
# nan_ol = list(set(itertools.chain(*nan_ol)))
# print(len(nan_ol))

for gn in sorted(nan_gl):
    print(gn, len(list(G.neighbors(gn))), ': ', list(G.neighbors(gn)))

FCGR3B 2 :  ['APCS', 'IGHG1']
MICA 2 :  ['KLRC4', 'KLRK1']
MICB 2 :  ['KLRC4', 'KLRK1']
RAET1G 2 :  ['KLRK1', 'ULBP1']
ULBP1 2 :  ['KLRC4', 'RAET1G']

# remove nan-genes from feature list:

pw_features_nonan = pw_features[:]
for gn in nan_gl:
    if gn in pw_features_nonan:
        pw_features_nonan.remove(gn)
    
print(len(pw_features_nonan))

188

Compute pairwise-sample 1-hop Euclidean distances#

inet.multiple_pairwise_observation_neighborhood_euc_distance(nodes=pw_features,
                                                             include_self=True,
                                                             label='rna_pw_obs_nbhd_euc_dist',
                                                             desc='Computing pairwise 1-hop distances',
                                                             profiles_desc='t0')

netflow.methods.classes: 12/14/2023 02:34:25  PM | MSG |                                                           
classes:multiple_pairwise_observation_neighborhood_euc_distance:890 | >>> Loaded saved observation pairwise 1-hop  
neighborhood Euclidean distances from t0 profiles of size (616605, 182).                                           

netflow.keepers.keeper: 12/14/2023 02:34:25  PM | MSG | keeper:add_misc:1000 | >>> Added misc input                
rna_pw_obs_nbhd_euc_dist to the keeper.

Compute pairwise-sample profile Wasserstein distances#

Compute pairwise-sample profile Euclidean distances#

Convert multi-feature distances to single distance (no nan) via norm:#

# compute norm of distances as vector:
# nf.methods.metrics.norm_features(keeper, 'rna_pw_obs_nbhd_wass_dist', label='norm_rna_pw_obs_nbhd_wass_dist')
# nf.methods.metrics.norm_features(keeper, 'rna_pw_obs_nbhd_euc_dist', label='norm_rna_pw_obs_nbhd_euc_dist')

# convert norm to distance matrix (used to be po.compute_norm_features()):
nf.methods.metrics.norm_features_as_sym_dist(keeper, 'rna_pw_obs_nbhd_wass_dist', 
                                             label='norm_rna_pw_obs_nbhd_wass_dist',
                                             features=[k for k in pw_features_nonan if G.degree(k)>1], # pw_features_nonan, # None, 
                                             method='L1', is_distance=True)
nf.methods.metrics.norm_features_as_sym_dist(keeper, 'rna_pw_obs_nbhd_euc_dist', 
                                             label='norm_rna_pw_obs_nbhd_euc_dist',
                                             features=[k for k in pw_features_nonan if G.degree(k)>1], # pw_features_nonan, # None, 
                                             method='L1', is_distance=True)

netflow.keepers.keeper: 12/14/2023 02:34:33  PM | MSG | keeper:add_distance:968 | >>> Added distance input         
norm_rna_pw_obs_nbhd_wass_dist to the keeper.                                                                      

netflow.keepers.keeper: 12/14/2023 02:34:36  PM | MSG | keeper:add_distance:968 | >>> Added distance input         
norm_rna_pw_obs_nbhd_euc_dist to the keeper.

Compute similarities from distances#

  • $\sigma$ : Kernel width representing each data point’s accessible neighbors.

  • Set $\sigma$ normalization for each obs as the distance to its k-th neighbor : $$K_{ij} = \sqrt{\frac{2\sigma_i\sigma_j}{\sigma_i^2 + \sigma_j^2}}e^{-\frac{|d_{ij}^2|}{2(\sigma_i^2 + \sigma_j^2)}}$$ where for each observation $i$, $\sigma_i$ is the distance to its $k$-th nearest neighbor.

# compute sigmas:
nf.similarity.sigma_knn(keeper, 'norm_rna_pw_obs_nbhd_wass_dist', 
                             label='max5nn_norm_rna_pw_obs_nbhd_wass_dist', 
                             n_neighbors=5, method='max', return_nn=True)
nf.similarity.sigma_knn(keeper, 'norm_rna_pw_obs_nbhd_euc_dist', 
                             label='max5nn_norm_rna_pw_obs_nbhd_euc_dist', 
                             n_neighbors=5, method='max', return_nn=True)

netflow.keepers.keeper: 12/14/2023 02:34:40  PM | MSG | keeper:add_misc:1000 | >>> Added misc input                
sigmas_max5nn_norm_rna_pw_obs_nbhd_wass_dist to the keeper.                                                        

netflow.keepers.keeper: 12/14/2023 02:34:40  PM | MSG | keeper:add_misc:1000 | >>> Added misc input                
nn_indices_max5nn_norm_rna_pw_obs_nbhd_wass_dist to the keeper.                                                    

netflow.keepers.keeper: 12/14/2023 02:34:40  PM | MSG | keeper:add_misc:1000 | >>> Added misc input                
nn_distances_max5nn_norm_rna_pw_obs_nbhd_wass_dist to the keeper.                                                  

netflow.keepers.keeper: 12/14/2023 02:34:40  PM | MSG | keeper:add_misc:1000 | >>> Added misc input                
sigmas_max5nn_norm_rna_pw_obs_nbhd_euc_dist to the keeper.                                                         

netflow.keepers.keeper: 12/14/2023 02:34:40  PM | MSG | keeper:add_misc:1000 | >>> Added misc input                
nn_indices_max5nn_norm_rna_pw_obs_nbhd_euc_dist to the keeper.                                                     

netflow.keepers.keeper: 12/14/2023 02:34:40  PM | MSG | keeper:add_misc:1000 | >>> Added misc input                
nn_distances_max5nn_norm_rna_pw_obs_nbhd_euc_dist to the keeper.                                                   

# compute similarities:
nf.similarity.distance_to_similarity(keeper, 'norm_rna_pw_obs_nbhd_wass_dist', 
                                     5, 'max',
                                     label='similarity_max5nn_norm_rna_pw_obs_nbhd_wass_dist', 
                                     sigmas='sigmas_max5nn_norm_rna_pw_obs_nbhd_wass_dist', 
                                     knn=False, 
                                     indices='nn_indices_max5nn_norm_rna_pw_obs_nbhd_wass_dist')

nf.similarity.distance_to_similarity(keeper, 'norm_rna_pw_obs_nbhd_euc_dist', 
                                     5, 'max',
                                     label='similarity_max5nn_norm_rna_pw_obs_nbhd_euc_dist', 
                                     sigmas='sigmas_max5nn_norm_rna_pw_obs_nbhd_euc_dist', 
                                     knn=False, 
                                     indices='nn_indices_max5nn_norm_rna_pw_obs_nbhd_euc_dist')

netflow.keepers.keeper: 12/14/2023 02:34:45  PM | MSG | keeper:add_similarity:982 | >>> Added similarity input     
similarity_max5nn_norm_rna_pw_obs_nbhd_wass_dist to the keeper.                                                    

netflow.keepers.keeper: 12/14/2023 02:34:45  PM | MSG | keeper:add_similarity:982 | >>> Added similarity input     
similarity_max5nn_norm_rna_pw_obs_nbhd_euc_dist to the keeper.                                                     

# combine and add similarities:
fused_similarity = 0.5*(keeper.similarities['similarity_max5nn_norm_rna_pw_obs_nbhd_wass_dist'].data + \
                        keeper.similarities['similarity_max5nn_norm_rna_pw_obs_nbhd_euc_dist'].data)

fused_key = 'fused_similarity_max5nn_norm_rna_pw_obs_nbhd_wass_euc_dist'
keeper.add_similarity(fused_similarity, fused_key)

netflow.keepers.keeper: 12/14/2023 02:34:47  PM | MSG | keeper:add_similarity:982 | >>> Added similarity input     
fused_similarity_max5nn_norm_rna_pw_obs_nbhd_wass_euc_dist to the keeper.

  • save 1 - fused_similarity as fused distance:

keeper.add_distance(1.-fused_similarity, fused_key)

netflow.keepers.keeper: 12/14/2023 02:34:50  PM | MSG | keeper:add_distance:968 | >>> Added distance input         
fused_similarity_max5nn_norm_rna_pw_obs_nbhd_wass_euc_dist to the keeper.                                          

import seaborn as sns

sns.clustermap(pd.DataFrame(data=keeper.distances['norm_rna_pw_obs_nbhd_wass_dist'].data,
             index=keeper.observation_labels, columns=keeper.observation_labels),
              yticklabels=0, xticklabels=0, method='ward', cmap='gist_ncar')

<seaborn.matrix.ClusterGrid at 0x7fc282d6fdf0>
../../_images/f5d93cf6d2942c0d423f4b1cc464c08dde2c3a0bff58c2f84aa46fba9d796421.png 
sns.clustermap(pd.DataFrame(data=keeper.distances['norm_rna_pw_obs_nbhd_euc_dist'].data,
             index=keeper.observation_labels, columns=keeper.observation_labels),
              yticklabels=0, xticklabels=0, method='ward', cmap='gist_ncar')

<seaborn.matrix.ClusterGrid at 0x7fc3967d5e80>
../../_images/1bebcd1792a9766ceb1679f78bf08f097759d32053548ef7a241bc0bfb186e92.png 
sns.clustermap(pd.DataFrame(data=keeper.similarities['similarity_max5nn_norm_rna_pw_obs_nbhd_wass_dist'].data,
             index=keeper.observation_labels, columns=keeper.observation_labels),
              yticklabels=0, xticklabels=0, method='ward', cmap='gist_ncar')

<seaborn.matrix.ClusterGrid at 0x7fc281aa34f0>
../../_images/a54767101407d8ab148cab470a616f56b5931efc41f9bb5f9b1e769bf471a692.png 
sns.clustermap(pd.DataFrame(data=keeper.similarities['similarity_max5nn_norm_rna_pw_obs_nbhd_euc_dist'].data,
             index=keeper.observation_labels, columns=keeper.observation_labels),
              yticklabels=0, xticklabels=0, method='ward', cmap='gist_ncar')

<seaborn.matrix.ClusterGrid at 0x7fc281de1580>
../../_images/42ac3aedaf0f9e270fc165543b42ada15d64aa064766a6dda9aa96dbf3ae4123.png 
sns.clustermap(pd.DataFrame(data=keeper.similarities[fused_key].data,
             index=keeper.observation_labels, columns=keeper.observation_labels),
              yticklabels=0, xticklabels=0, method='ward', cmap='gist_ncar')

<seaborn.matrix.ClusterGrid at 0x7ff154af3af0>
../../_images/8bde4598e5cb6adb095ef964dea2c5992d167bae51362b0a7fef2c83064c39e3.png

Compute pseudo-ordering#

  • segs : list list of arrays of length (number of segments). Each entry stores the indices of the members of a segment. —- then converted to array make segs an array, where the array is a list of (boolean) mask arrays, each of the same length as the number of data points, it’s easier to store as there is a hdf5 equivalent .

  • segs_tips : list List of arrays of length (number of segments) where Each entry stores the indices of the two tip points of each segment. —- then converted to array

  • segs_undecided :

  • segs_adjacency : list List of lists of the same length as segs, where the i-th entry is a list with the index of the trunk, if the i-th segment is not the trunk. Otherwise, the i-th entry is a list with the indices of all other segments beside the trunk.

  • segs_connects : list List of lists of the same length as segs, where the i-th entry is a list of the form [index of data point in the trunk closest to the root of the i-th segment], if the i-th segment is not the trunk. Otherwise, the i-th entry is a list of indices of the closest cell in each other (non-trunk) segment to the trunk root.

  • segs_terminate_branching : list list of bool of length (number of segments) to indicate if segment has already been branched as much as possible (ADDED BY RE)

  • trunk : int Index of segment in ssegs that is the trunk. When there are undecided points, the trunk is the seg of undecided points. If there are no undecided points and 3 segments in sseg (i.e. branching), then the trunk is the seg with the smallest distance to the other segments. If there are only two segments in sseg, the first segment is set as the trunk.

indices_all = np.arange(num_obs)
segs = [indices_all] \

Algorithm:

  • initialize list of segments with single segment, being all points: segs = [indices_all] # = [segs_0] (and initialize seg record: record = {'initialization': np.zeros(n_obs,1)})

  • initialize seg tips (seg = segs[0]) :

    • from root of seg, find tip_0 = np.argmax(self.distances[seg-root])

    • OLD: tips_all = np.array([tip_0, np.argmax(self.distances[tip_0])]) -> NEW: `tips_all = np.array([root, tip_0])

    • record seg tips: `segs_tips = [tips_all] = [np.array([root, tip_0])]

  • initialize remaining seg-related records:

    • segs_connects = [[]]

    • segs_undecided = [True]

    • segs_adjacency = [[]]

    • segs_terminate_branching = [False] # RE added -

  • for i in 0:n_branches:

    • select segment for branching

      • iseg, tips3 = self.select_segment(segs, segs_tips, segs_undecided, segs_terminate_branching)

      • Segment is selected as:

        • if choose_largest_segment=True: the longest segment

        • if choose_largest_segment=False: the segment with largest d(root(=tip1), tip3) + d(tip2, tip3) / d(root, tip2) (normlized so don’t just select longest segment).

      • iseg = index of segment in segs that is selected

      • tips3 = local indices of tips in selected segment

      • Note: tips3[1] may have been updated in this process and differ from segs_tips[iseg] – questions about how/why

    • detect branching in selected seg, and update segs and segs_tips:

      • self.detect_branching(segs,segs_tips,segs_connects,segs_undecided,  segs_adjacency,iseg,tips3,segs_terminate_branching)

        • given the three tip points tips3 and the distance matrix Dseg, detect the branching on the segment, return the list ssegs of segments that are defined by splitting this segment:
          self._detect_branch(Dseg, tips3, seg) - from correlation

def self.select_segment(segs, segs_tips, segs_undecided, segs_terminate_branching):
- scores_tips = np.zeros((len(segs), 4))
- allindices = np.arange(num_obs)
- for iseg, seg in enumerate(segs):
- if (segs_tips[iseg][0] == -1) or (segs_terminate_branching[iseg]): # too small, don’t branch
- continue
- Dseg = self.distances[np.ix_(seg, seg)]
- third_maximizer = None
- if segs_undecided[iseg]: # check that no tip connects with tip of another seg
- for jseg in range(len(seges)) - iseg:
- if distances[j-tip-1, i-tip-0] < 0.5*distances[i-tip-1, i-tip-0] : third_maximizer = 0
- if distances[j-tip-1, i-tip-1] < 0.5*distances[i-tip-1, i-tip-0] : third_maximizer = 1
- Map the global position to the position within the segment (get local index of tips in the seg):
tips = [np.where(allindices[seg] == tip)[0][0] for tip in segs_tips[iseg]]
- dseg = Dseg[tips[0]] + Dseg[tips[1]]
- third_tip = np.argmax(dseg)
- if third_maximizer is not None:
- find a fourth point that has maximal distance to all three:
dseg += Dseg[third_tip]
fourth_tip = np.argmax(dseg)
if fourth_tip != tips[0] and fourth_tip != third_tip:
tips[1] = fourth_tip
dseg -= Dseg[tips[1]]
else:
- dseg -= Dseg[third_tip]
- tips3 = np.append(tips, third_tip)
- scores_tips[iseg, 0] = score
- scores_tips[iseg, 1:] = tips3
- iseg = np.argmax(scores_tips[:, 0])
- if scores_tips[iseg, 0] == 0: return -1, None
- tips3 = scores_tips[iseg, 1:].astype(int)
- return iseg, tips3

line 1517->1538: def branchings_segments(n_branches): XXX line 1538->1559: self.detect_branches(n_branches) – line 401: def detect_branches(self, n_branches): NOTE: CHANGED LINE 455 : tips_all = np.array([tip_0, np.argmax(self.distances[tip_0])])
XXX line 470: iseg, tips3 = self.select_segment(segs, segs_tips, segs_undecided, segs_terminate_branching) XXX line 480: self.detect_branching(segs, XXX line 651: result = self._detect_branch(Dseg, tips3, seg) XXX line 895: ssegs = self._detect_branching_single_haghverdi16(Dseg, tips) XXX line 1560: self.postprocess_segments()
XXX line 1561: self.set_segs_names() # Return a single array that stores integer segment labels.
XXX line 1562: self.order_pseudotime()

from importlib import reload
# reload(nf)

from netflow.pose import organization as nfo

reload(nfo)

<module 'netflow.pose.organization' from '/Users/renae12/Documents/MSKCC/dev/netflow/netflow/pose/organization.py'>

# tda_we = nfo.TDA(keeper, fused_key, label='testing',  brute=True,
tda_we = nf.organization.TDA(keeper, fused_key, label='testing',  brute=True,
                             root=132, # 113, 
                             smooth_corr=True, verbose='MSG',
                )
n_branches = 5 # 7
tda_we.branchings_segments(n_branches)

netflow.pose.organization: 12/14/2023 02:35:27  PM | MSG | _logging:set_verbose:120 | >>> Logging verbosity set to 
35.                                                                                                                

tda_we.tree.get_node(tda_we.tree.search_data(45)).depth()

print([nn.depth() for nn in tda_we.tree.nodes if nn.contains(45)])

[0, 1]

a = tda_we.tree.root
type(a)
a.name

a.disp()

             ┌1 (n = 4)
             ├3 (n = 728)
 0 (n = 1111)┤
             │          ┌2 - trunk (n = 90)
             │          ├4 (n = 3)
             ├2 (n = 98)┤
             │          ├6 (n = 1)
             │          └5 (n = 4)
             │                   ┌0 - trunk (n = 136)
             │                   ├7 (n = 10)
             └0 - trunk (n = 281)┤
                                 ├9 (n = 7)
                                 └8 (n = 128)

for i in range(-1, max(tda_we.segs_names_unique)):
    print(i, (tda_we.segs_names==i).sum())

-1 0
0 136
1 4
2 90
3 728
4 3
5 4
6 1
7 10
8 128

G_tda = tda_we.construct_topology()
print(G_tda)

Graph with 1111 nodes and 1110 edges

pos = nx.layout.kamada_kawai_layout(G_tda)

# fig, ax = plt.subplots(1, 1, figsize=(11,10))
# pos = nx.layout.spring_layout(G_tda, k=.13)
# nx.draw_networkx(G_tda, pos=pos, with_labels=True,
#                  nodelist=list(G_tda), edgelist=list(G_tda.edges()),
#                  # node_size=[100 if G_tda.nodes[k]['branch'] == -1 else 300 if G_tda.nodes[k]['undecided'] else 444 for k in G_tda],
#                  node_size=25,
#                  node_color=[G_tda.nodes[k]['branch'] for k in G_tda],
#                  cmap='tab20', 
#                  # labels={k: G_tda.nodes[k]['name'] for k in G_tda},
#                  font_size=1, # 10, 
#                  width=2, 
#                  edge_color=['b' if G_tda.edges[k]['connection'] == 'intra-branch' else 'r' for k in G_tda.edges()],
#                  ax=ax)


fig, ax = plt.subplots(1, 1, figsize=(51,50))
# pos = None
# pos = nx.layout.spring_layout(G_tda, k=.07) # None # 
# pos = nx.layout.spiral_layout(G_tda, scale=0.1, equidistant=True)
pos = nx.layout.kamada_kawai_layout(G_tda)

nx.draw_networkx(G_tda, pos=pos, with_labels=True,
                 nodelist=list(G_tda), edgelist=list(G_tda.edges()),
                 node_size=80,# 644, 
                 node_color=[G_tda.nodes[k]['branch'] for k in G_tda],
                 cmap='tab20', 
                 # labels={k: G_tda.nodes[k]['name'] for k in G_tda},
                 font_size=2, # 10, # edge_color
                 ax=ax)
../../_images/dc4f1d40f05e4d4ebc70c24bdd07efe5463506d5c8a07b519dc0b96bfecc8c06.png

Get leaf nodes (corresponding to final branches) and track how many times samples are in same branch:

leaf_segs = [tda_we.tree.get_node(k) for k in tda_we.tree.get_leaves()]
print(len(leaf_segs))

10

co_tracker = tda_we.tree.co_branch_indicator()
co_tracker.head()
0 1 2 3 4 5 6 7 8 9 ... 1101 1102 1103 1104 1105 1106 1107 1108 1109 1110
0 0 1 1 1 1 1 1 1 1 1 ... 0 1 0 0 1 1 1 1 0 1
1 1 0 1 1 1 1 1 1 1 1 ... 0 1 0 0 1 1 1 1 0 1
2 1 1 0 1 1 1 1 1 1 1 ... 0 1 0 0 1 1 1 1 0 1
3 1 1 1 0 1 1 1 1 1 1 ... 0 1 0 0 1 1 1 1 0 1
4 1 1 1 1 0 1 1 1 1 1 ... 0 1 0 0 1 1 1 1 0 1

5 rows × 1111 columns

        
# def opta():
#     co_tracker = {k: ddict(int) for k in range(keeper.num_observations)}
#     for obs_a, obs_b in tqdm(itertools.combinations(range(keeper.num_observations), 2),
#                              total=keeper.num_observations * (keeper.num_observations-1)/2):
#         node = tda_we.tree.get_node(tda_we.tree.search_data(obs_a))
#         assert node.is_leaf(), "Expected leaf node."
#         if node.contains(obs_b):
#             co_tracker[obs_a][obs_b] += 1
#             co_tracker[obs_b][obs_a] += 1
#         else:
#             co_tracker[obs_a][obs_b] = 0
#             co_tracker[obs_b][obs_a] = 0
#     for obs_a in range(keeper.num_observations):
#         co_tracker[obs_a][obs_a] = 0
#     co_tracker = pd.DataFrame(co_tracker)
#     co_tracker = co_tracker.loc[co_tracker.columns.tolist()] # ensure symmetric
#     return co_tracker



# faster:
# def optb():
#     co_tracker = {k: ddict(int) for k in range(keeper.num_observations)}
#     for obs_a in tqdm(range(keeper.num_observations), total=keeper.num_observations):
#         co_tracker[obs_a][obs_a] = 0        
#         node = tda_we.tree.get_node(tda_we.tree.search_data(obs_a))
#         assert node.is_leaf(), "Expected leaf node."
        
#         for obs_b in range(obs_a+1, keeper.num_observations):                    
#             if node.contains(obs_b):
#                 co_tracker[obs_a][obs_b] += 1
#                 co_tracker[obs_b][obs_a] += 1
#             else:
#                 co_tracker[obs_a][obs_b] = 0
#                 co_tracker[obs_b][obs_a] = 0
#     co_tracker = pd.DataFrame(co_tracker)
#     # ensure symmetric and sorted:
#     co_tracker = co_tracker.loc[range(keeper.num_observations), range(keeper.num_observations)] 
#     return co_tracker




# start = time()
# a = opta()
# end = time()
# print(end - start)

# start = time()
# co_tracker = optb()
# end = time()
# print(end - start)

Combine co-branches for all samples:

# from rich import print as rprint
# student = { "person": {"name": "John Jones", "age": 30, "subscriber": True}}
# rprint(student)

co_tracker = None

for root in tqdm(range(keeper.num_observations), total=keeper.num_observations):

    tda_we = nfo.TDA(keeper, fused_key, label='testing',  brute=True,
                                 root=root, # 132, # 113, 
                                 smooth_corr=True)
    n_branches = 5 # 7
    tda_we.branchings_segments(n_branches)
    co_tracker_tmp = tda_we.tree.co_branch_indicator()
    if co_tracker is None:
        co_tracker = co_tracker_tmp
    else:
        co_tracker = co_tracker + co_tracker_tmp

  0%|                                                                                                                                                                              | 0/1111 [00:00<?, ?it/s]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 39 unidentified points.                                                                                 

WARNING  * 39 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  TODO: THIRD MAXIMIZER IS NOT NONE... IS THIS CORRECT???                                                   

WARNING  TODO: tip1 changed from 29 to 9...                                                                        

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 1                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 19 nonunique points.                                                                                    

WARNING  * 8 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

  0%|▏                                                                                                                                                                   | 1/1111 [00:03<1:06:07,  3.57s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

  0%|▎                                                                                                                                                                   | 2/1111 [00:06<1:03:12,  3.42s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

  0%|▍                                                                                                                                                                   | 3/1111 [00:09<1:00:20,  3.27s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  0%|▌                                                                                                                                                                     | 4/1111 [00:13<58:54,  3.19s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  0%|▋                                                                                                                                                                     | 5/1111 [00:16<58:04,  3.15s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

  1%|▉                                                                                                                                                                     | 6/1111 [00:19<56:53,  3.09s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  1%|█                                                                                                                                                                     | 7/1111 [00:22<56:23,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  1%|█▏                                                                                                                                                                    | 8/1111 [00:25<55:47,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 38 nonunique points.                                                                                    

WARNING  * 12 unidentified points.                                                                                 

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

  1%|█▎                                                                                                                                                                    | 9/1111 [00:28<55:11,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  1%|█▍                                                                                                                                                                   | 10/1111 [00:31<55:28,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

  1%|█▋                                                                                                                                                                   | 11/1111 [00:34<56:21,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  1%|█▊                                                                                                                                                                   | 12/1111 [00:37<55:59,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

  1%|█▉                                                                                                                                                                   | 13/1111 [00:40<56:44,  3.10s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  1%|██                                                                                                                                                                   | 14/1111 [00:43<56:37,  3.10s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

  1%|██▏                                                                                                                                                                  | 15/1111 [00:46<56:13,  3.08s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 31 nonunique points.                                                                                    

WARNING  * 49 unidentified points.                                                                                 

WARNING  * 49 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 120 nonunique points.                                                                                   

WARNING  * 2 unidentified points.                                                                                  

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 47 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         270 -> 263                                                                                                

WARNING  * 2 unclaimed points.                                                                                     

  1%|██▍                                                                                                                                                                  | 16/1111 [00:49<57:22,  3.14s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  2%|██▌                                                                                                                                                                  | 17/1111 [00:52<56:41,  3.11s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 8 nonunique points.                                                                                     

WARNING  * 52 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 52 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 113 unidentified points.                                                                                

WARNING  * 113 unclaimed points.                                                                                   

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 15 unidentified points.                                                                                 

WARNING  * 15 unclaimed points.                                                                                    

WARNING  *ibranch = 4                                                                                              

WARNING  * 21 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

  2%|██▋                                                                                                                                                                  | 18/1111 [00:56<56:53,  3.12s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

  2%|██▊                                                                                                                                                                  | 19/1111 [00:59<56:42,  3.12s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

  2%|██▉                                                                                                                                                                  | 20/1111 [01:02<56:26,  3.10s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

  2%|███                                                                                                                                                                  | 21/1111 [01:05<55:30,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

  2%|███▎                                                                                                                                                                 | 22/1111 [01:08<54:54,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  2%|███▍                                                                                                                                                                 | 23/1111 [01:11<54:38,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

  2%|███▌                                                                                                                                                                 | 24/1111 [01:14<54:24,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

  2%|███▋                                                                                                                                                                 | 25/1111 [01:17<54:46,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1100 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

  2%|███▊                                                                                                                                                                 | 26/1111 [01:20<54:52,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  2%|████                                                                                                                                                                 | 27/1111 [01:23<55:15,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

  3%|████▏                                                                                                                                                                | 28/1111 [01:26<54:47,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

  3%|████▎                                                                                                                                                                | 29/1111 [01:29<54:32,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

  3%|████▍                                                                                                                                                                | 30/1111 [01:32<54:29,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

  3%|████▌                                                                                                                                                                | 31/1111 [01:35<55:30,  3.08s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 44 nonunique points.                                                                                    

WARNING  * 102 unidentified points.                                                                                

WARNING  * 102 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING  * 20 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         17 -> 21                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 20 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         884 -> 136                                                                                                

WARNING  * 4 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 114 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 17 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  detected group with only 1 data points                                                                    

WARNING  * 4 unclaimed points.                                                                                     

  3%|████▊                                                                                                                                                                | 32/1111 [01:38<55:49,  3.10s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  3%|████▉                                                                                                                                                                | 33/1111 [01:41<55:02,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  3%|█████                                                                                                                                                                | 34/1111 [01:44<54:34,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

  3%|█████▏                                                                                                                                                               | 35/1111 [01:47<53:57,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  3%|█████▎                                                                                                                                                               | 36/1111 [01:50<53:42,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  3%|█████▍                                                                                                                                                               | 37/1111 [01:53<53:49,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  3%|█████▋                                                                                                                                                               | 38/1111 [01:56<53:55,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  4%|█████▊                                                                                                                                                               | 39/1111 [01:59<54:20,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  4%|█████▉                                                                                                                                                               | 40/1111 [02:02<54:22,  3.05s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  4%|██████                                                                                                                                                               | 41/1111 [02:05<54:10,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  4%|██████▏                                                                                                                                                              | 42/1111 [02:08<54:35,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

  4%|██████▍                                                                                                                                                              | 43/1111 [02:12<54:47,  3.08s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  4%|██████▌                                                                                                                                                              | 44/1111 [02:15<55:00,  3.09s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 20 nonunique points.                                                                                    

WARNING  * 17 unidentified points.                                                                                 

WARNING  * 17 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 8
         -> 10                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 116 nonunique points.                                                                                   

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         687 -> 802                                                                                                

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING  * 110 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 27 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

  4%|██████▋                                                                                                                                                              | 45/1111 [02:18<55:52,  3.14s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

  4%|██████▊                                                                                                                                                              | 46/1111 [02:21<54:58,  3.10s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  4%|██████▉                                                                                                                                                              | 47/1111 [02:24<54:23,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 39 unidentified points.                                                                                 

WARNING  * 39 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  TODO: THIRD MAXIMIZER IS NOT NONE... IS THIS CORRECT???                                                   

WARNING  TODO: tip1 changed from 29 to 9...                                                                        

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 1                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 19 nonunique points.                                                                                    

WARNING  * 8 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

  4%|███████▏                                                                                                                                                             | 48/1111 [02:27<54:43,  3.09s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  4%|███████▎                                                                                                                                                             | 49/1111 [02:30<54:02,  3.05s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  5%|███████▍                                                                                                                                                             | 50/1111 [02:33<53:34,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

  5%|███████▌                                                                                                                                                             | 51/1111 [02:36<52:53,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1073 unidentified points.                                                                               

WARNING  * 1073 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 17                                                                                                     

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

  5%|███████▋                                                                                                                                                             | 52/1111 [02:39<53:34,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 40 unidentified points.                                                                                 

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

  5%|███████▊                                                                                                                                                             | 53/1111 [02:42<52:59,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  5%|████████                                                                                                                                                             | 54/1111 [02:45<52:48,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

  5%|████████▏                                                                                                                                                            | 55/1111 [02:48<52:23,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  5%|████████▎                                                                                                                                                            | 56/1111 [02:51<52:17,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

  5%|████████▍                                                                                                                                                            | 57/1111 [02:54<51:59,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  5%|████████▌                                                                                                                                                            | 58/1111 [02:57<52:07,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  5%|████████▊                                                                                                                                                            | 59/1111 [03:00<52:01,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  5%|████████▉                                                                                                                                                            | 60/1111 [03:03<52:05,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

  5%|█████████                                                                                                                                                            | 61/1111 [03:06<51:58,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

  6%|█████████▏                                                                                                                                                           | 62/1111 [03:09<51:40,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

  6%|█████████▎                                                                                                                                                           | 63/1111 [03:12<51:27,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

  6%|█████████▌                                                                                                                                                           | 64/1111 [03:15<51:14,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  6%|█████████▋                                                                                                                                                           | 65/1111 [03:17<51:20,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  6%|█████████▊                                                                                                                                                           | 66/1111 [03:20<51:27,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

  6%|█████████▉                                                                                                                                                           | 67/1111 [03:23<51:18,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 40 unidentified points.                                                                                 

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

  6%|██████████                                                                                                                                                           | 68/1111 [03:26<51:04,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  6%|██████████▏                                                                                                                                                          | 69/1111 [03:29<51:13,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

  6%|██████████▍                                                                                                                                                          | 70/1111 [03:32<51:58,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  6%|██████████▌                                                                                                                                                          | 71/1111 [03:35<51:42,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  6%|██████████▋                                                                                                                                                          | 72/1111 [03:38<52:01,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

  7%|██████████▊                                                                                                                                                          | 73/1111 [03:42<52:58,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

  7%|██████████▉                                                                                                                                                          | 74/1111 [03:45<52:55,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

  7%|███████████▏                                                                                                                                                         | 75/1111 [03:48<52:46,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  7%|███████████▎                                                                                                                                                         | 76/1111 [03:51<53:13,  3.09s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  7%|███████████▍                                                                                                                                                         | 77/1111 [03:54<52:59,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  7%|███████████▌                                                                                                                                                         | 78/1111 [03:57<52:53,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  7%|███████████▋                                                                                                                                                         | 79/1111 [04:00<52:41,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  7%|███████████▉                                                                                                                                                         | 80/1111 [04:03<52:36,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  7%|████████████                                                                                                                                                         | 81/1111 [04:06<52:19,  3.05s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  7%|████████████▏                                                                                                                                                        | 82/1111 [04:09<51:52,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 39 unidentified points.                                                                                 

WARNING  * 39 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  TODO: THIRD MAXIMIZER IS NOT NONE... IS THIS CORRECT???                                                   

WARNING  TODO: tip1 changed from 29 to 9...                                                                        

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 1                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 19 nonunique points.                                                                                    

WARNING  * 8 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

  7%|████████████▎                                                                                                                                                        | 83/1111 [04:12<52:34,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  8%|████████████▍                                                                                                                                                        | 84/1111 [04:15<52:37,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1082 unidentified points.                                                                               

WARNING  * 1082 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 5
         -> 7                                                                                                      

WARNING  detected group with only 0 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 26 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 26 unclaimed points.                                                                                    

  8%|████████████▌                                                                                                                                                        | 85/1111 [04:19<53:30,  3.13s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 31 nonunique points.                                                                                    

WARNING  * 49 unidentified points.                                                                                 

WARNING  * 49 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 120 nonunique points.                                                                                   

WARNING  * 2 unidentified points.                                                                                  

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 47 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         270 -> 263                                                                                                

WARNING  * 2 unclaimed points.                                                                                     

  8%|████████████▊                                                                                                                                                        | 86/1111 [04:22<54:03,  3.16s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

  8%|████████████▉                                                                                                                                                        | 87/1111 [04:25<53:53,  3.16s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  8%|█████████████                                                                                                                                                        | 88/1111 [04:28<54:00,  3.17s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

  8%|█████████████▏                                                                                                                                                       | 89/1111 [04:31<54:30,  3.20s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  8%|█████████████▎                                                                                                                                                       | 90/1111 [04:35<54:15,  3.19s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

  8%|█████████████▌                                                                                                                                                       | 91/1111 [04:38<54:37,  3.21s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

  8%|█████████████▋                                                                                                                                                       | 92/1111 [04:41<54:02,  3.18s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  8%|█████████████▊                                                                                                                                                       | 93/1111 [04:44<53:28,  3.15s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

  8%|█████████████▉                                                                                                                                                       | 94/1111 [04:47<52:47,  3.11s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

  9%|██████████████                                                                                                                                                       | 95/1111 [04:50<52:50,  3.12s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

  9%|██████████████▎                                                                                                                                                      | 96/1111 [04:53<53:31,  3.16s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

  9%|██████████████▍                                                                                                                                                      | 97/1111 [04:57<53:19,  3.15s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  9%|██████████████▌                                                                                                                                                      | 98/1111 [05:00<52:44,  3.12s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  9%|██████████████▋                                                                                                                                                      | 99/1111 [05:03<52:18,  3.10s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

  9%|██████████████▊                                                                                                                                                     | 100/1111 [05:06<52:18,  3.10s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  9%|██████████████▉                                                                                                                                                     | 101/1111 [05:09<52:40,  3.13s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

  9%|███████████████                                                                                                                                                     | 102/1111 [05:12<53:52,  3.20s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

  9%|███████████████▏                                                                                                                                                    | 103/1111 [05:16<53:50,  3.20s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

  9%|███████████████▎                                                                                                                                                    | 104/1111 [05:19<53:01,  3.16s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 39 unidentified points.                                                                                 

WARNING  * 39 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  TODO: THIRD MAXIMIZER IS NOT NONE... IS THIS CORRECT???                                                   

WARNING  TODO: tip1 changed from 29 to 9...                                                                        

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 1                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 19 nonunique points.                                                                                    

WARNING  * 8 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

  9%|███████████████▍                                                                                                                                                    | 105/1111 [05:22<53:38,  3.20s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 10%|███████████████▋                                                                                                                                                    | 106/1111 [05:25<53:02,  3.17s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1082 unidentified points.                                                                               

WARNING  * 1082 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 5
         -> 7                                                                                                      

WARNING  detected group with only 0 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 26 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 26 unclaimed points.                                                                                    

 10%|███████████████▊                                                                                                                                                    | 107/1111 [05:28<53:33,  3.20s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 10%|███████████████▉                                                                                                                                                    | 108/1111 [05:31<52:17,  3.13s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 10%|████████████████                                                                                                                                                    | 109/1111 [05:34<51:16,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 10%|████████████████▏                                                                                                                                                   | 110/1111 [05:37<50:30,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 10%|████████████████▍                                                                                                                                                   | 111/1111 [05:40<49:59,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 10%|████████████████▌                                                                                                                                                   | 112/1111 [05:43<50:10,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 10%|████████████████▋                                                                                                                                                   | 113/1111 [05:46<50:18,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 10%|████████████████▊                                                                                                                                                   | 114/1111 [05:49<51:16,  3.09s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 112 unidentified points.                                                                                

WARNING  * 112 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 485 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         110 -> 564                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 184 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         167 -> 464                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 10%|████████████████▉                                                                                                                                                   | 115/1111 [05:52<51:09,  3.08s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 10%|█████████████████                                                                                                                                                   | 116/1111 [05:55<50:50,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 11%|█████████████████▎                                                                                                                                                  | 117/1111 [05:59<50:56,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 11%|█████████████████▍                                                                                                                                                  | 118/1111 [06:02<51:11,  3.09s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 11%|█████████████████▌                                                                                                                                                  | 119/1111 [06:05<50:54,  3.08s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 11%|█████████████████▋                                                                                                                                                  | 120/1111 [06:08<50:40,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 11%|█████████████████▊                                                                                                                                                  | 121/1111 [06:11<50:43,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 11%|██████████████████                                                                                                                                                  | 122/1111 [06:14<51:49,  3.14s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 11%|██████████████████▏                                                                                                                                                 | 123/1111 [06:17<51:25,  3.12s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 11%|██████████████████▎                                                                                                                                                 | 124/1111 [06:20<50:44,  3.08s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 31 nonunique points.                                                                                    

WARNING  * 49 unidentified points.                                                                                 

WARNING  * 49 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 120 nonunique points.                                                                                   

WARNING  * 2 unidentified points.                                                                                  

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 47 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         270 -> 263                                                                                                

WARNING  * 2 unclaimed points.                                                                                     

 11%|██████████████████▍                                                                                                                                                 | 125/1111 [06:23<50:59,  3.10s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 11%|██████████████████▌                                                                                                                                                 | 126/1111 [06:26<50:29,  3.08s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 11%|██████████████████▋                                                                                                                                                 | 127/1111 [06:29<49:47,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 12%|██████████████████▉                                                                                                                                                 | 128/1111 [06:32<49:47,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 12%|███████████████████                                                                                                                                                 | 129/1111 [06:36<50:35,  3.09s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 12%|███████████████████▏                                                                                                                                                | 130/1111 [06:39<50:39,  3.10s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 12%|███████████████████▎                                                                                                                                                | 131/1111 [06:42<50:48,  3.11s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 12%|███████████████████▍                                                                                                                                                | 132/1111 [06:45<51:38,  3.16s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 12%|███████████████████▋                                                                                                                                                | 133/1111 [06:48<51:52,  3.18s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 12%|███████████████████▊                                                                                                                                                | 134/1111 [06:52<51:31,  3.16s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 12%|███████████████████▉                                                                                                                                                | 135/1111 [06:55<52:10,  3.21s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 12%|████████████████████                                                                                                                                                | 136/1111 [06:58<51:40,  3.18s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 12%|████████████████████▏                                                                                                                                               | 137/1111 [07:01<50:24,  3.11s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 12%|████████████████████▎                                                                                                                                               | 138/1111 [07:04<49:48,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 13%|████████████████████▌                                                                                                                                               | 139/1111 [07:07<49:27,  3.05s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 13%|████████████████████▋                                                                                                                                               | 140/1111 [07:10<48:54,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 13%|████████████████████▊                                                                                                                                               | 141/1111 [07:13<48:52,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 13%|████████████████████▉                                                                                                                                               | 142/1111 [07:16<48:51,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 13%|█████████████████████                                                                                                                                               | 143/1111 [07:19<49:09,  3.05s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 13%|█████████████████████▎                                                                                                                                              | 144/1111 [07:22<49:16,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 13%|█████████████████████▍                                                                                                                                              | 145/1111 [07:25<49:20,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 13%|█████████████████████▌                                                                                                                                              | 146/1111 [07:28<49:38,  3.09s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 13%|█████████████████████▋                                                                                                                                              | 147/1111 [07:31<49:17,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 13%|█████████████████████▊                                                                                                                                              | 148/1111 [07:34<49:19,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 13%|█████████████████████▉                                                                                                                                              | 149/1111 [07:37<49:23,  3.08s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 14%|██████████████████████▏                                                                                                                                             | 150/1111 [07:41<49:55,  3.12s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 14%|██████████████████████▎                                                                                                                                             | 151/1111 [07:44<49:34,  3.10s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 14%|██████████████████████▍                                                                                                                                             | 152/1111 [07:47<49:18,  3.09s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 14%|██████████████████████▌                                                                                                                                             | 153/1111 [07:50<49:00,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 14%|██████████████████████▋                                                                                                                                             | 154/1111 [07:53<48:30,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 14%|██████████████████████▉                                                                                                                                             | 155/1111 [07:56<48:18,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 14%|███████████████████████                                                                                                                                             | 156/1111 [07:59<47:53,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 14%|███████████████████████▏                                                                                                                                            | 157/1111 [08:02<47:41,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 14%|███████████████████████▎                                                                                                                                            | 158/1111 [08:05<48:06,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 14%|███████████████████████▍                                                                                                                                            | 159/1111 [08:08<48:10,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 14%|███████████████████████▌                                                                                                                                            | 160/1111 [08:11<48:22,  3.05s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 31 nonunique points.                                                                                    

WARNING  * 49 unidentified points.                                                                                 

WARNING  * 49 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 120 nonunique points.                                                                                   

WARNING  * 2 unidentified points.                                                                                  

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 47 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         270 -> 263                                                                                                

WARNING  * 2 unclaimed points.                                                                                     

 14%|███████████████████████▊                                                                                                                                            | 161/1111 [08:14<49:02,  3.10s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 15%|███████████████████████▉                                                                                                                                            | 162/1111 [08:17<48:36,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 8 nonunique points.                                                                                     

WARNING  * 52 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 52 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 113 unidentified points.                                                                                

WARNING  * 113 unclaimed points.                                                                                   

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 15 unidentified points.                                                                                 

WARNING  * 15 unclaimed points.                                                                                    

WARNING  *ibranch = 4                                                                                              

WARNING  * 21 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

 15%|████████████████████████                                                                                                                                            | 163/1111 [08:20<48:21,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 15%|████████████████████████▏                                                                                                                                           | 164/1111 [08:23<47:53,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 15%|████████████████████████▎                                                                                                                                           | 165/1111 [08:26<47:10,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 15%|████████████████████████▌                                                                                                                                           | 166/1111 [08:29<46:40,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 31 nonunique points.                                                                                    

WARNING  * 5 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 15%|████████████████████████▋                                                                                                                                           | 167/1111 [08:32<47:06,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 15%|████████████████████████▊                                                                                                                                           | 168/1111 [08:35<47:48,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 15%|████████████████████████▉                                                                                                                                           | 169/1111 [08:38<47:57,  3.05s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 15%|█████████████████████████                                                                                                                                           | 170/1111 [08:41<47:56,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 15%|█████████████████████████▏                                                                                                                                          | 171/1111 [08:44<47:32,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 15%|█████████████████████████▍                                                                                                                                          | 172/1111 [08:47<47:05,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 16%|█████████████████████████▌                                                                                                                                          | 173/1111 [08:50<46:49,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 164 nonunique points.                                                                                   

WARNING  * 114 unidentified points.                                                                                

WARNING  * 114 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING  * 12 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 20 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         58 -> 125                                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 3 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 17 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 115 unidentified points.                                                                                

WARNING  * 115 unclaimed points.                                                                                   

 16%|█████████████████████████▋                                                                                                                                          | 174/1111 [08:54<48:06,  3.08s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 16%|█████████████████████████▊                                                                                                                                          | 175/1111 [08:57<48:11,  3.09s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 16%|█████████████████████████▉                                                                                                                                          | 176/1111 [09:00<47:22,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 16%|██████████████████████████▏                                                                                                                                         | 177/1111 [09:03<46:56,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 16%|██████████████████████████▎                                                                                                                                         | 178/1111 [09:06<46:43,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 16%|██████████████████████████▍                                                                                                                                         | 179/1111 [09:08<46:24,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 16%|██████████████████████████▌                                                                                                                                         | 180/1111 [09:11<46:03,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 16%|██████████████████████████▋                                                                                                                                         | 181/1111 [09:14<46:38,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 16%|██████████████████████████▊                                                                                                                                         | 182/1111 [09:17<46:16,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 40 unidentified points.                                                                                 

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 16%|███████████████████████████                                                                                                                                         | 183/1111 [09:20<45:50,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 17%|███████████████████████████▏                                                                                                                                        | 184/1111 [09:23<45:45,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 17%|███████████████████████████▎                                                                                                                                        | 185/1111 [09:26<45:21,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 17%|███████████████████████████▍                                                                                                                                        | 186/1111 [09:29<45:08,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 17%|███████████████████████████▌                                                                                                                                        | 187/1111 [09:32<45:13,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 31 nonunique points.                                                                                    

WARNING  * 49 unidentified points.                                                                                 

WARNING  * 49 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 120 nonunique points.                                                                                   

WARNING  * 2 unidentified points.                                                                                  

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 47 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         270 -> 263                                                                                                

WARNING  * 2 unclaimed points.                                                                                     

 17%|███████████████████████████▊                                                                                                                                        | 188/1111 [09:35<45:47,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 17%|███████████████████████████▉                                                                                                                                        | 189/1111 [09:38<45:33,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 17%|████████████████████████████                                                                                                                                        | 190/1111 [09:41<45:09,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 17%|████████████████████████████▏                                                                                                                                       | 191/1111 [09:44<44:57,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 17%|████████████████████████████▎                                                                                                                                       | 192/1111 [09:47<44:43,  2.92s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 17%|████████████████████████████▍                                                                                                                                       | 193/1111 [09:50<44:49,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1082 unidentified points.                                                                               

WARNING  * 1082 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 5
         -> 7                                                                                                      

WARNING  detected group with only 0 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 26 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 26 unclaimed points.                                                                                    

 17%|████████████████████████████▋                                                                                                                                       | 194/1111 [09:53<45:33,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 18%|████████████████████████████▊                                                                                                                                       | 195/1111 [09:56<45:12,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 18%|████████████████████████████▉                                                                                                                                       | 196/1111 [09:59<45:04,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 18%|█████████████████████████████                                                                                                                                       | 197/1111 [10:02<44:46,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 19 nonunique points.                                                                                    

WARNING  * 7 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 7 unclaimed points.                                                                                     

WARNING  *ibranch = 1                                                                                              

WARNING  * 3 nonunique points.                                                                                     

WARNING  * 792 unidentified points.                                                                                

WARNING  * 792 unclaimed points.                                                                                   

WARNING  *ibranch = 2                                                                                              

WARNING  * 8 nonunique points.                                                                                     

WARNING  * 26 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         49 -> 20                                                                                                  

WARNING  * 26 unclaimed points.                                                                                    

WARNING  *ibranch = 3                                                                                              

WARNING  * 12 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 12                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 17                                                                                                     

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 8 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 18%|█████████████████████████████▏                                                                                                                                      | 198/1111 [10:05<45:03,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 12 nonunique points.                                                                                    

WARNING  * 30 unidentified points.                                                                                 

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 18%|█████████████████████████████▍                                                                                                                                      | 199/1111 [10:08<45:13,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 18%|█████████████████████████████▌                                                                                                                                      | 200/1111 [10:11<45:07,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 18%|█████████████████████████████▋                                                                                                                                      | 201/1111 [10:14<45:54,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 18%|█████████████████████████████▊                                                                                                                                      | 202/1111 [10:17<45:44,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 18%|█████████████████████████████▉                                                                                                                                      | 203/1111 [10:20<45:08,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 18%|██████████████████████████████                                                                                                                                      | 204/1111 [10:23<44:56,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 18%|██████████████████████████████▎                                                                                                                                     | 205/1111 [10:26<44:50,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 19%|██████████████████████████████▍                                                                                                                                     | 206/1111 [10:29<45:19,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 19%|██████████████████████████████▌                                                                                                                                     | 207/1111 [10:32<44:57,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 40 unidentified points.                                                                                 

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 19%|██████████████████████████████▋                                                                                                                                     | 208/1111 [10:34<44:38,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 40 unidentified points.                                                                                 

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 19%|██████████████████████████████▊                                                                                                                                     | 209/1111 [10:37<44:28,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 19%|██████████████████████████████▉                                                                                                                                     | 210/1111 [10:40<44:34,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 19%|███████████████████████████████▏                                                                                                                                    | 211/1111 [10:43<44:36,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 19%|███████████████████████████████▎                                                                                                                                    | 212/1111 [10:46<44:22,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 19%|███████████████████████████████▍                                                                                                                                    | 213/1111 [10:49<44:17,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 31 nonunique points.                                                                                    

WARNING  * 49 unidentified points.                                                                                 

WARNING  * 49 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 120 nonunique points.                                                                                   

WARNING  * 2 unidentified points.                                                                                  

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 47 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         270 -> 263                                                                                                

WARNING  * 2 unclaimed points.                                                                                     

 19%|███████████████████████████████▌                                                                                                                                    | 214/1111 [10:52<44:59,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 19%|███████████████████████████████▋                                                                                                                                    | 215/1111 [10:56<45:33,  3.05s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 19%|███████████████████████████████▉                                                                                                                                    | 216/1111 [10:58<44:57,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 31 nonunique points.                                                                                    

WARNING  * 5 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 20%|████████████████████████████████                                                                                                                                    | 217/1111 [11:01<44:33,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 20%|████████████████████████████████▏                                                                                                                                   | 218/1111 [11:04<44:20,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 20%|████████████████████████████████▎                                                                                                                                   | 219/1111 [11:07<44:03,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 20%|████████████████████████████████▍                                                                                                                                   | 220/1111 [11:10<44:02,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 20%|████████████████████████████████▌                                                                                                                                   | 221/1111 [11:13<43:42,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 20%|████████████████████████████████▊                                                                                                                                   | 222/1111 [11:16<44:11,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 57 unidentified points.                                                                                 

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         17 -> 1041                                                                                                

WARNING  * 57 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 63 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 42 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         39 -> 29                                                                                                  

WARNING  * 0 unclaimed points.                                                                                     

 20%|████████████████████████████████▉                                                                                                                                   | 223/1111 [11:19<44:51,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 20%|█████████████████████████████████                                                                                                                                   | 224/1111 [11:22<44:37,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 20%|█████████████████████████████████▏                                                                                                                                  | 225/1111 [11:25<44:18,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 20%|█████████████████████████████████▎                                                                                                                                  | 226/1111 [11:28<44:00,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 20%|█████████████████████████████████▌                                                                                                                                  | 227/1111 [11:31<43:39,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 21%|█████████████████████████████████▋                                                                                                                                  | 228/1111 [11:34<43:25,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 39 unidentified points.                                                                                 

WARNING  * 39 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  TODO: THIRD MAXIMIZER IS NOT NONE... IS THIS CORRECT???                                                   

WARNING  TODO: tip1 changed from 29 to 9...                                                                        

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 1                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 19 nonunique points.                                                                                    

WARNING  * 8 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 21%|█████████████████████████████████▊                                                                                                                                  | 229/1111 [11:37<44:03,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 21%|█████████████████████████████████▉                                                                                                                                  | 230/1111 [11:40<43:43,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 21%|██████████████████████████████████                                                                                                                                  | 231/1111 [11:43<43:29,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 21%|██████████████████████████████████▏                                                                                                                                 | 232/1111 [11:46<43:09,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 21%|██████████████████████████████████▍                                                                                                                                 | 233/1111 [11:49<42:51,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1082 unidentified points.                                                                               

WARNING  * 1082 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 5
         -> 7                                                                                                      

WARNING  detected group with only 0 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 26 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 26 unclaimed points.                                                                                    

 21%|██████████████████████████████████▌                                                                                                                                 | 234/1111 [11:52<43:26,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 21%|██████████████████████████████████▋                                                                                                                                 | 235/1111 [11:55<43:03,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 21%|██████████████████████████████████▊                                                                                                                                 | 236/1111 [11:58<43:31,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 21%|██████████████████████████████████▉                                                                                                                                 | 237/1111 [12:01<43:27,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 21%|███████████████████████████████████▏                                                                                                                                | 238/1111 [12:04<43:44,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1073 unidentified points.                                                                               

WARNING  * 1073 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 17                                                                                                     

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 22%|███████████████████████████████████▎                                                                                                                                | 239/1111 [12:07<44:48,  3.08s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 22%|███████████████████████████████████▍                                                                                                                                | 240/1111 [12:10<44:12,  3.05s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 22%|███████████████████████████████████▌                                                                                                                                | 241/1111 [12:13<44:14,  3.05s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 40 unidentified points.                                                                                 

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 22%|███████████████████████████████████▋                                                                                                                                | 242/1111 [12:16<43:31,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 22%|███████████████████████████████████▊                                                                                                                                | 243/1111 [12:19<43:17,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 22%|████████████████████████████████████                                                                                                                                | 244/1111 [12:22<42:44,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 22%|████████████████████████████████████▏                                                                                                                               | 245/1111 [12:25<42:36,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 22%|████████████████████████████████████▎                                                                                                                               | 246/1111 [12:28<42:29,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 22%|████████████████████████████████████▍                                                                                                                               | 247/1111 [12:31<42:22,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 39 unidentified points.                                                                                 

WARNING  * 39 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  TODO: THIRD MAXIMIZER IS NOT NONE... IS THIS CORRECT???                                                   

WARNING  TODO: tip1 changed from 29 to 9...                                                                        

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 1                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 19 nonunique points.                                                                                    

WARNING  * 8 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 22%|████████████████████████████████████▌                                                                                                                               | 248/1111 [12:34<42:53,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 22%|████████████████████████████████████▊                                                                                                                               | 249/1111 [12:37<42:34,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1056 unidentified points.                                                                               

WARNING  * 1056 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 30 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 34                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 23%|████████████████████████████████████▉                                                                                                                               | 250/1111 [12:40<43:00,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 23%|█████████████████████████████████████                                                                                                                               | 251/1111 [12:43<43:12,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 23%|█████████████████████████████████████▏                                                                                                                              | 252/1111 [12:46<43:23,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 40 unidentified points.                                                                                 

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 23%|█████████████████████████████████████▎                                                                                                                              | 253/1111 [12:49<42:41,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 31 nonunique points.                                                                                    

WARNING  * 5 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 23%|█████████████████████████████████████▍                                                                                                                              | 254/1111 [12:52<42:11,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 23%|█████████████████████████████████████▋                                                                                                                              | 255/1111 [12:55<42:36,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 23%|█████████████████████████████████████▊                                                                                                                              | 256/1111 [12:58<42:22,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 23%|█████████████████████████████████████▉                                                                                                                              | 257/1111 [13:01<42:41,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 23%|██████████████████████████████████████                                                                                                                              | 258/1111 [13:04<42:21,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 23%|██████████████████████████████████████▏                                                                                                                             | 259/1111 [13:07<42:04,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 39 unidentified points.                                                                                 

WARNING  * 39 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  TODO: THIRD MAXIMIZER IS NOT NONE... IS THIS CORRECT???                                                   

WARNING  TODO: tip1 changed from 29 to 9...                                                                        

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 1                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 19 nonunique points.                                                                                    

WARNING  * 8 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 23%|██████████████████████████████████████▍                                                                                                                             | 260/1111 [13:10<42:27,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 23%|██████████████████████████████████████▌                                                                                                                             | 261/1111 [13:13<42:07,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 24%|██████████████████████████████████████▋                                                                                                                             | 262/1111 [13:16<41:55,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 24%|██████████████████████████████████████▊                                                                                                                             | 263/1111 [13:18<41:34,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 24%|██████████████████████████████████████▉                                                                                                                             | 264/1111 [13:21<41:25,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 24%|███████████████████████████████████████                                                                                                                             | 265/1111 [13:24<41:29,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 40 unidentified points.                                                                                 

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 24%|███████████████████████████████████████▎                                                                                                                            | 266/1111 [13:27<41:14,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 24%|███████████████████████████████████████▍                                                                                                                            | 267/1111 [13:30<41:36,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 24%|███████████████████████████████████████▌                                                                                                                            | 268/1111 [13:33<42:06,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 24%|███████████████████████████████████████▋                                                                                                                            | 269/1111 [13:36<41:40,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 24%|███████████████████████████████████████▊                                                                                                                            | 270/1111 [13:39<41:24,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 24%|████████████████████████████████████████                                                                                                                            | 271/1111 [13:42<41:19,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 24%|████████████████████████████████████████▏                                                                                                                           | 272/1111 [13:45<41:10,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 38 nonunique points.                                                                                    

WARNING  * 12 unidentified points.                                                                                 

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 25%|████████████████████████████████████████▎                                                                                                                           | 273/1111 [13:48<40:53,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 25%|████████████████████████████████████████▍                                                                                                                           | 274/1111 [13:51<40:53,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 25%|████████████████████████████████████████▌                                                                                                                           | 275/1111 [13:54<40:39,  2.92s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1082 unidentified points.                                                                               

WARNING  * 1082 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 5
         -> 7                                                                                                      

WARNING  detected group with only 0 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 26 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 26 unclaimed points.                                                                                    

 25%|████████████████████████████████████████▋                                                                                                                           | 276/1111 [13:57<41:15,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 25%|████████████████████████████████████████▉                                                                                                                           | 277/1111 [14:00<41:07,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 114 unidentified points.                                                                                

WARNING  * 114 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 956 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 76 unidentified points.                                                                                 

WARNING  * 76 unclaimed points.                                                                                    

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 25%|█████████████████████████████████████████                                                                                                                           | 278/1111 [14:03<41:14,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 25%|█████████████████████████████████████████▏                                                                                                                          | 279/1111 [14:06<41:09,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 25%|█████████████████████████████████████████▎                                                                                                                          | 280/1111 [14:09<41:00,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1082 unidentified points.                                                                               

WARNING  * 1082 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 5
         -> 7                                                                                                      

WARNING  detected group with only 0 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 26 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 26 unclaimed points.                                                                                    

 25%|█████████████████████████████████████████▍                                                                                                                          | 281/1111 [14:12<41:26,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 25%|█████████████████████████████████████████▋                                                                                                                          | 282/1111 [14:15<41:07,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 25%|█████████████████████████████████████████▊                                                                                                                          | 283/1111 [14:18<41:14,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 26%|█████████████████████████████████████████▉                                                                                                                          | 284/1111 [14:21<40:54,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 26%|██████████████████████████████████████████                                                                                                                          | 285/1111 [14:24<40:37,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 26%|██████████████████████████████████████████▏                                                                                                                         | 286/1111 [14:26<40:15,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 26%|██████████████████████████████████████████▎                                                                                                                         | 287/1111 [14:29<40:05,  2.92s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 44 nonunique points.                                                                                    

WARNING  * 102 unidentified points.                                                                                

WARNING  * 102 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING  * 20 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         17 -> 21                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 20 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         884 -> 136                                                                                                

WARNING  * 4 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 114 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 17 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  detected group with only 1 data points                                                                    

WARNING  * 4 unclaimed points.                                                                                     

 26%|██████████████████████████████████████████▌                                                                                                                         | 288/1111 [14:32<40:42,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 26%|██████████████████████████████████████████▋                                                                                                                         | 289/1111 [14:35<40:37,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 26%|██████████████████████████████████████████▊                                                                                                                         | 290/1111 [14:38<40:33,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 39 unidentified points.                                                                                 

WARNING  * 39 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  TODO: THIRD MAXIMIZER IS NOT NONE... IS THIS CORRECT???                                                   

WARNING  TODO: tip1 changed from 29 to 9...                                                                        

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 1                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 19 nonunique points.                                                                                    

WARNING  * 8 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 26%|██████████████████████████████████████████▉                                                                                                                         | 291/1111 [14:41<40:58,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 26%|███████████████████████████████████████████                                                                                                                         | 292/1111 [14:44<40:33,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 26%|███████████████████████████████████████████▎                                                                                                                        | 293/1111 [14:47<40:08,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 26%|███████████████████████████████████████████▍                                                                                                                        | 294/1111 [14:50<40:34,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 27%|███████████████████████████████████████████▌                                                                                                                        | 295/1111 [14:53<40:20,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 27%|███████████████████████████████████████████▋                                                                                                                        | 296/1111 [14:56<40:16,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 27%|███████████████████████████████████████████▊                                                                                                                        | 297/1111 [14:59<40:07,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 27%|███████████████████████████████████████████▉                                                                                                                        | 298/1111 [15:02<40:01,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 27%|████████████████████████████████████████████▏                                                                                                                       | 299/1111 [15:05<39:54,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 27%|████████████████████████████████████████████▎                                                                                                                       | 300/1111 [15:08<39:56,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1082 unidentified points.                                                                               

WARNING  * 1082 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 5
         -> 7                                                                                                      

WARNING  detected group with only 0 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 26 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 26 unclaimed points.                                                                                    

 27%|████████████████████████████████████████████▍                                                                                                                       | 301/1111 [15:11<40:25,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 27%|████████████████████████████████████████████▌                                                                                                                       | 302/1111 [15:14<40:00,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 27%|████████████████████████████████████████████▋                                                                                                                       | 303/1111 [15:17<39:53,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 27%|████████████████████████████████████████████▊                                                                                                                       | 304/1111 [15:20<39:48,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 27%|█████████████████████████████████████████████                                                                                                                       | 305/1111 [15:23<39:46,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 28%|█████████████████████████████████████████████▏                                                                                                                      | 306/1111 [15:26<39:28,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 28%|█████████████████████████████████████████████▎                                                                                                                      | 307/1111 [15:29<39:33,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1082 unidentified points.                                                                               

WARNING  * 1082 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 5
         -> 7                                                                                                      

WARNING  detected group with only 0 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 26 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 26 unclaimed points.                                                                                    

 28%|█████████████████████████████████████████████▍                                                                                                                      | 308/1111 [15:32<40:04,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 28%|█████████████████████████████████████████████▌                                                                                                                      | 309/1111 [15:35<39:35,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 28%|█████████████████████████████████████████████▊                                                                                                                      | 310/1111 [15:38<39:17,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 8 nonunique points.                                                                                     

WARNING  * 52 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 52 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 113 unidentified points.                                                                                

WARNING  * 113 unclaimed points.                                                                                   

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 15 unidentified points.                                                                                 

WARNING  * 15 unclaimed points.                                                                                    

WARNING  *ibranch = 4                                                                                              

WARNING  * 21 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

 28%|█████████████████████████████████████████████▉                                                                                                                      | 311/1111 [15:41<39:25,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 291 unidentified points.                                                                                

WARNING  * 291 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 6
         -> 1                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 21 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 28%|██████████████████████████████████████████████                                                                                                                      | 312/1111 [15:43<39:19,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 28%|██████████████████████████████████████████████▏                                                                                                                     | 313/1111 [15:46<39:15,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 28%|██████████████████████████████████████████████▎                                                                                                                     | 314/1111 [15:49<39:13,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 28%|██████████████████████████████████████████████▍                                                                                                                     | 315/1111 [15:52<38:50,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 28%|██████████████████████████████████████████████▋                                                                                                                     | 316/1111 [15:55<38:49,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 29%|██████████████████████████████████████████████▊                                                                                                                     | 317/1111 [15:58<38:51,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 29%|██████████████████████████████████████████████▉                                                                                                                     | 318/1111 [16:01<39:28,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 29%|███████████████████████████████████████████████                                                                                                                     | 319/1111 [16:04<39:16,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 29%|███████████████████████████████████████████████▏                                                                                                                    | 320/1111 [16:07<39:13,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 29%|███████████████████████████████████████████████▍                                                                                                                    | 321/1111 [16:10<39:30,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 164 nonunique points.                                                                                   

WARNING  * 114 unidentified points.                                                                                

WARNING  * 114 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING  * 12 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 20 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         58 -> 125                                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 3 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 17 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 115 unidentified points.                                                                                

WARNING  * 115 unclaimed points.                                                                                   

 29%|███████████████████████████████████████████████▌                                                                                                                    | 322/1111 [16:13<39:22,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 29%|███████████████████████████████████████████████▋                                                                                                                    | 323/1111 [16:16<39:34,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 29%|███████████████████████████████████████████████▊                                                                                                                    | 324/1111 [16:19<39:41,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 164 nonunique points.                                                                                   

WARNING  * 114 unidentified points.                                                                                

WARNING  * 114 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING  * 12 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 20 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         58 -> 125                                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 3 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 17 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 115 unidentified points.                                                                                

WARNING  * 115 unclaimed points.                                                                                   

 29%|███████████████████████████████████████████████▉                                                                                                                    | 325/1111 [16:22<39:27,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 29%|████████████████████████████████████████████████                                                                                                                    | 326/1111 [16:25<39:10,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 29%|████████████████████████████████████████████████▎                                                                                                                   | 327/1111 [16:28<38:47,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 30%|████████████████████████████████████████████████▍                                                                                                                   | 328/1111 [16:31<38:28,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 30%|████████████████████████████████████████████████▌                                                                                                                   | 329/1111 [16:34<38:14,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 30%|████████████████████████████████████████████████▋                                                                                                                   | 330/1111 [16:37<38:11,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 30%|████████████████████████████████████████████████▊                                                                                                                   | 331/1111 [16:40<38:10,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 39 unidentified points.                                                                                 

WARNING  * 39 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  TODO: THIRD MAXIMIZER IS NOT NONE... IS THIS CORRECT???                                                   

WARNING  TODO: tip1 changed from 29 to 9...                                                                        

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 1                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 19 nonunique points.                                                                                    

WARNING  * 8 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 30%|█████████████████████████████████████████████████                                                                                                                   | 332/1111 [16:43<38:38,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 30%|█████████████████████████████████████████████████▏                                                                                                                  | 333/1111 [16:46<38:11,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 30%|█████████████████████████████████████████████████▎                                                                                                                  | 334/1111 [16:49<38:43,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 39 unidentified points.                                                                                 

WARNING  * 39 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  TODO: THIRD MAXIMIZER IS NOT NONE... IS THIS CORRECT???                                                   

WARNING  TODO: tip1 changed from 29 to 9...                                                                        

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 1                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 19 nonunique points.                                                                                    

WARNING  * 8 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 30%|█████████████████████████████████████████████████▍                                                                                                                  | 335/1111 [16:52<39:45,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 30%|█████████████████████████████████████████████████▌                                                                                                                  | 336/1111 [16:55<39:28,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 30%|█████████████████████████████████████████████████▋                                                                                                                  | 337/1111 [16:58<40:13,  3.12s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 30%|█████████████████████████████████████████████████▉                                                                                                                  | 338/1111 [17:01<39:33,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 31%|██████████████████████████████████████████████████                                                                                                                  | 339/1111 [17:04<39:20,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 31%|██████████████████████████████████████████████████▏                                                                                                                 | 340/1111 [17:08<40:04,  3.12s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 31%|██████████████████████████████████████████████████▎                                                                                                                 | 341/1111 [17:11<39:57,  3.11s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 31%|██████████████████████████████████████████████████▍                                                                                                                 | 342/1111 [17:14<39:28,  3.08s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 31%|██████████████████████████████████████████████████▋                                                                                                                 | 343/1111 [17:17<39:17,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 55 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         943 -> 307                                                                                                

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         114 -> 205                                                                                                

WARNING  * 3 unclaimed points.                                                                                     

WARNING  *ibranch = 1                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 72 nonunique points.                                                                                    

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 19 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 3 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 28 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         13 -> 16                                                                                                  

WARNING  * 0 unclaimed points.                                                                                     

 31%|██████████████████████████████████████████████████▊                                                                                                                 | 344/1111 [17:20<39:23,  3.08s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 31%|██████████████████████████████████████████████████▉                                                                                                                 | 345/1111 [17:23<38:47,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 31%|███████████████████████████████████████████████████                                                                                                                 | 346/1111 [17:26<38:15,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 31%|███████████████████████████████████████████████████▏                                                                                                                | 347/1111 [17:29<38:34,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 31%|███████████████████████████████████████████████████▎                                                                                                                | 348/1111 [17:32<38:41,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 31%|███████████████████████████████████████████████████▌                                                                                                                | 349/1111 [17:35<38:15,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 32%|███████████████████████████████████████████████████▋                                                                                                                | 350/1111 [17:38<38:27,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 32%|███████████████████████████████████████████████████▊                                                                                                                | 351/1111 [17:41<38:03,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 32%|███████████████████████████████████████████████████▉                                                                                                                | 352/1111 [17:44<38:19,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 32%|████████████████████████████████████████████████████                                                                                                                | 353/1111 [17:47<37:48,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 32%|████████████████████████████████████████████████████▎                                                                                                               | 354/1111 [17:50<37:26,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 32%|████████████████████████████████████████████████████▍                                                                                                               | 355/1111 [17:53<37:32,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 20 nonunique points.                                                                                    

WARNING  * 17 unidentified points.                                                                                 

WARNING  * 17 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 8
         -> 10                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 116 nonunique points.                                                                                   

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         687 -> 802                                                                                                

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING  * 110 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 27 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 32%|████████████████████████████████████████████████████▌                                                                                                               | 356/1111 [17:56<38:27,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 32%|████████████████████████████████████████████████████▋                                                                                                               | 357/1111 [17:59<39:17,  3.13s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 32%|████████████████████████████████████████████████████▊                                                                                                               | 358/1111 [18:03<39:47,  3.17s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 32%|████████████████████████████████████████████████████▉                                                                                                               | 359/1111 [18:06<40:17,  3.22s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 32%|█████████████████████████████████████████████████████▏                                                                                                              | 360/1111 [18:09<39:47,  3.18s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 32%|█████████████████████████████████████████████████████▎                                                                                                              | 361/1111 [18:12<38:52,  3.11s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 33%|█████████████████████████████████████████████████████▍                                                                                                              | 362/1111 [18:15<38:53,  3.12s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 33%|█████████████████████████████████████████████████████▌                                                                                                              | 363/1111 [18:18<38:10,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 33%|█████████████████████████████████████████████████████▋                                                                                                              | 364/1111 [18:21<37:53,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 7 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 33%|█████████████████████████████████████████████████████▉                                                                                                              | 365/1111 [18:24<37:42,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 33%|██████████████████████████████████████████████████████                                                                                                              | 366/1111 [18:27<37:21,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 33%|██████████████████████████████████████████████████████▏                                                                                                             | 367/1111 [18:30<37:55,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 33%|██████████████████████████████████████████████████████▎                                                                                                             | 368/1111 [18:33<37:30,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1082 unidentified points.                                                                               

WARNING  * 1082 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 5
         -> 7                                                                                                      

WARNING  detected group with only 0 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 26 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 26 unclaimed points.                                                                                    

 33%|██████████████████████████████████████████████████████▍                                                                                                             | 369/1111 [18:36<38:24,  3.11s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 763 unidentified points.                                                                                

WARNING  * 763 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         10 -> 15                                                                                                  

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 233 unidentified points.                                                                                

WARNING  * 233 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 52 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         49 -> 21                                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         13 -> 54                                                                                                  

WARNING  * 0 unclaimed points.                                                                                     

 33%|██████████████████████████████████████████████████████▌                                                                                                             | 370/1111 [18:39<38:12,  3.09s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 33%|██████████████████████████████████████████████████████▊                                                                                                             | 371/1111 [18:43<38:18,  3.11s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 33%|██████████████████████████████████████████████████████▉                                                                                                             | 372/1111 [18:46<38:25,  3.12s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 34%|███████████████████████████████████████████████████████                                                                                                             | 373/1111 [18:49<39:18,  3.20s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 34%|███████████████████████████████████████████████████████▏                                                                                                            | 374/1111 [18:52<38:57,  3.17s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 34%|███████████████████████████████████████████████████████▎                                                                                                            | 375/1111 [18:56<39:14,  3.20s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 34%|███████████████████████████████████████████████████████▌                                                                                                            | 376/1111 [18:59<39:02,  3.19s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 34%|███████████████████████████████████████████████████████▋                                                                                                            | 377/1111 [19:02<38:25,  3.14s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 34%|███████████████████████████████████████████████████████▊                                                                                                            | 378/1111 [19:05<37:52,  3.10s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 34%|███████████████████████████████████████████████████████▉                                                                                                            | 379/1111 [19:08<37:32,  3.08s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 34%|████████████████████████████████████████████████████████                                                                                                            | 380/1111 [19:11<37:00,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 34%|████████████████████████████████████████████████████████▏                                                                                                           | 381/1111 [19:14<36:34,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 164 nonunique points.                                                                                   

WARNING  * 114 unidentified points.                                                                                

WARNING  * 114 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING  * 12 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 20 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         58 -> 125                                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 3 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 17 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 115 unidentified points.                                                                                

WARNING  * 115 unclaimed points.                                                                                   

 34%|████████████████████████████████████████████████████████▍                                                                                                           | 382/1111 [19:17<36:32,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 34%|████████████████████████████████████████████████████████▌                                                                                                           | 383/1111 [19:20<36:18,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 35%|████████████████████████████████████████████████████████▋                                                                                                           | 384/1111 [19:22<35:48,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 35%|████████████████████████████████████████████████████████▊                                                                                                           | 385/1111 [19:26<36:10,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 35%|████████████████████████████████████████████████████████▉                                                                                                           | 386/1111 [19:28<35:43,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 35%|█████████████████████████████████████████████████████████▏                                                                                                          | 387/1111 [19:31<35:45,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 35%|█████████████████████████████████████████████████████████▎                                                                                                          | 388/1111 [19:34<35:40,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 30 nonunique points.                                                                                    

WARNING  * 7 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 35%|█████████████████████████████████████████████████████████▍                                                                                                          | 389/1111 [19:37<35:50,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 35%|█████████████████████████████████████████████████████████▌                                                                                                          | 390/1111 [19:40<35:40,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 35%|█████████████████████████████████████████████████████████▋                                                                                                          | 391/1111 [19:43<35:31,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1056 unidentified points.                                                                               

WARNING  * 1056 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 30 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 34                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 35%|█████████████████████████████████████████████████████████▊                                                                                                          | 392/1111 [19:46<35:52,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 35%|██████████████████████████████████████████████████████████                                                                                                          | 393/1111 [19:49<36:10,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 35%|██████████████████████████████████████████████████████████▏                                                                                                         | 394/1111 [19:52<35:43,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 36%|██████████████████████████████████████████████████████████▎                                                                                                         | 395/1111 [19:55<35:56,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 36%|██████████████████████████████████████████████████████████▍                                                                                                         | 396/1111 [19:58<35:38,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 36%|██████████████████████████████████████████████████████████▌                                                                                                         | 397/1111 [20:01<35:42,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 31 nonunique points.                                                                                    

WARNING  * 5 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 36%|██████████████████████████████████████████████████████████▊                                                                                                         | 398/1111 [20:04<35:17,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 36%|██████████████████████████████████████████████████████████▉                                                                                                         | 399/1111 [20:07<35:06,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 36%|███████████████████████████████████████████████████████████                                                                                                         | 400/1111 [20:10<35:30,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 36%|███████████████████████████████████████████████████████████▏                                                                                                        | 401/1111 [20:13<35:33,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 36%|███████████████████████████████████████████████████████████▎                                                                                                        | 402/1111 [20:16<35:21,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 36%|███████████████████████████████████████████████████████████▍                                                                                                        | 403/1111 [20:19<35:11,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 763 unidentified points.                                                                                

WARNING  * 763 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         10 -> 15                                                                                                  

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 233 unidentified points.                                                                                

WARNING  * 233 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 52 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         49 -> 21                                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         13 -> 54                                                                                                  

WARNING  * 0 unclaimed points.                                                                                     

 36%|███████████████████████████████████████████████████████████▋                                                                                                        | 404/1111 [20:22<34:37,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 36%|███████████████████████████████████████████████████████████▊                                                                                                        | 405/1111 [20:25<34:36,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 37%|███████████████████████████████████████████████████████████▉                                                                                                        | 406/1111 [20:28<34:33,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 37%|████████████████████████████████████████████████████████████                                                                                                        | 407/1111 [20:31<34:36,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 37%|████████████████████████████████████████████████████████████▏                                                                                                       | 408/1111 [20:34<34:35,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 37%|████████████████████████████████████████████████████████████▎                                                                                                       | 409/1111 [20:37<34:37,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 37%|████████████████████████████████████████████████████████████▌                                                                                                       | 410/1111 [20:40<34:56,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 37%|████████████████████████████████████████████████████████████▋                                                                                                       | 411/1111 [20:43<34:43,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 37%|████████████████████████████████████████████████████████████▊                                                                                                       | 412/1111 [20:46<34:23,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 37%|████████████████████████████████████████████████████████████▉                                                                                                       | 413/1111 [20:49<34:41,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 37%|█████████████████████████████████████████████████████████████                                                                                                       | 414/1111 [20:52<34:16,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 37%|█████████████████████████████████████████████████████████████▎                                                                                                      | 415/1111 [20:55<34:10,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 37%|█████████████████████████████████████████████████████████████▍                                                                                                      | 416/1111 [20:58<33:58,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 38%|█████████████████████████████████████████████████████████████▌                                                                                                      | 417/1111 [21:00<33:46,  2.92s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 38%|█████████████████████████████████████████████████████████████▋                                                                                                      | 418/1111 [21:03<33:41,  2.92s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 38%|█████████████████████████████████████████████████████████████▊                                                                                                      | 419/1111 [21:06<33:30,  2.91s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 38%|█████████████████████████████████████████████████████████████▉                                                                                                      | 420/1111 [21:09<33:27,  2.91s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 31 nonunique points.                                                                                    

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 38%|██████████████████████████████████████████████████████████████▏                                                                                                     | 421/1111 [21:12<33:18,  2.90s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 38%|██████████████████████████████████████████████████████████████▎                                                                                                     | 422/1111 [21:15<33:18,  2.90s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 38%|██████████████████████████████████████████████████████████████▍                                                                                                     | 423/1111 [21:18<34:35,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 38%|██████████████████████████████████████████████████████████████▌                                                                                                     | 424/1111 [21:21<35:19,  3.09s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 38%|██████████████████████████████████████████████████████████████▋                                                                                                     | 425/1111 [21:25<36:00,  3.15s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 38%|██████████████████████████████████████████████████████████████▉                                                                                                     | 426/1111 [21:28<35:44,  3.13s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 38%|███████████████████████████████████████████████████████████████                                                                                                     | 427/1111 [21:31<35:47,  3.14s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 40 unidentified points.                                                                                 

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 39%|███████████████████████████████████████████████████████████████▏                                                                                                    | 428/1111 [21:34<35:28,  3.12s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 39%|███████████████████████████████████████████████████████████████▎                                                                                                    | 429/1111 [21:37<35:04,  3.09s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 39%|███████████████████████████████████████████████████████████████▍                                                                                                    | 430/1111 [21:40<35:02,  3.09s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 39%|███████████████████████████████████████████████████████████████▌                                                                                                    | 431/1111 [21:43<34:22,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 39%|███████████████████████████████████████████████████████████████▊                                                                                                    | 432/1111 [21:46<34:05,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 39%|███████████████████████████████████████████████████████████████▉                                                                                                    | 433/1111 [21:49<33:56,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 30 nonunique points.                                                                                    

WARNING  * 7 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 39%|████████████████████████████████████████████████████████████████                                                                                                    | 434/1111 [21:52<33:47,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 39%|████████████████████████████████████████████████████████████████▏                                                                                                   | 435/1111 [21:55<33:47,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 39%|████████████████████████████████████████████████████████████████▎                                                                                                   | 436/1111 [21:58<34:04,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 39%|████████████████████████████████████████████████████████████████▌                                                                                                   | 437/1111 [22:01<34:25,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 39%|████████████████████████████████████████████████████████████████▋                                                                                                   | 438/1111 [22:04<34:01,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 40%|████████████████████████████████████████████████████████████████▊                                                                                                   | 439/1111 [22:07<33:42,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 40%|████████████████████████████████████████████████████████████████▉                                                                                                   | 440/1111 [22:10<33:34,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 40%|█████████████████████████████████████████████████████████████████                                                                                                   | 441/1111 [22:13<33:31,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 8 nonunique points.                                                                                     

WARNING  * 52 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 52 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 113 unidentified points.                                                                                

WARNING  * 113 unclaimed points.                                                                                   

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 15 unidentified points.                                                                                 

WARNING  * 15 unclaimed points.                                                                                    

WARNING  *ibranch = 4                                                                                              

WARNING  * 21 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

 40%|█████████████████████████████████████████████████████████████████▏                                                                                                  | 442/1111 [22:16<33:30,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 40%|█████████████████████████████████████████████████████████████████▍                                                                                                  | 443/1111 [22:19<33:05,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 40%|█████████████████████████████████████████████████████████████████▌                                                                                                  | 444/1111 [22:22<32:51,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 40%|█████████████████████████████████████████████████████████████████▋                                                                                                  | 445/1111 [22:25<32:55,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 40%|█████████████████████████████████████████████████████████████████▊                                                                                                  | 446/1111 [22:28<32:46,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 40%|█████████████████████████████████████████████████████████████████▉                                                                                                  | 447/1111 [22:31<32:43,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 40%|██████████████████████████████████████████████████████████████████▏                                                                                                 | 448/1111 [22:34<33:13,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 40%|██████████████████████████████████████████████████████████████████▎                                                                                                 | 449/1111 [22:37<32:47,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 41%|██████████████████████████████████████████████████████████████████▍                                                                                                 | 450/1111 [22:40<32:32,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 39 unidentified points.                                                                                 

WARNING  * 39 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  TODO: THIRD MAXIMIZER IS NOT NONE... IS THIS CORRECT???                                                   

WARNING  TODO: tip1 changed from 29 to 9...                                                                        

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 1                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 19 nonunique points.                                                                                    

WARNING  * 8 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 41%|██████████████████████████████████████████████████████████████████▌                                                                                                 | 451/1111 [22:43<33:00,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 41%|██████████████████████████████████████████████████████████████████▋                                                                                                 | 452/1111 [22:46<32:46,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 41%|██████████████████████████████████████████████████████████████████▊                                                                                                 | 453/1111 [22:49<32:43,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 41%|███████████████████████████████████████████████████████████████████                                                                                                 | 454/1111 [22:52<32:25,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 41%|███████████████████████████████████████████████████████████████████▏                                                                                                | 455/1111 [22:55<32:10,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 41%|███████████████████████████████████████████████████████████████████▎                                                                                                | 456/1111 [22:58<32:07,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 41%|███████████████████████████████████████████████████████████████████▍                                                                                                | 457/1111 [23:00<31:57,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 41%|███████████████████████████████████████████████████████████████████▌                                                                                                | 458/1111 [23:03<32:04,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 41%|███████████████████████████████████████████████████████████████████▊                                                                                                | 459/1111 [23:06<32:03,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 41%|███████████████████████████████████████████████████████████████████▉                                                                                                | 460/1111 [23:09<32:08,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 41%|████████████████████████████████████████████████████████████████████                                                                                                | 461/1111 [23:12<32:02,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 42%|████████████████████████████████████████████████████████████████████▏                                                                                               | 462/1111 [23:15<32:31,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 42%|████████████████████████████████████████████████████████████████████▎                                                                                               | 463/1111 [23:18<32:22,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 42%|████████████████████████████████████████████████████████████████████▍                                                                                               | 464/1111 [23:22<32:37,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 42%|████████████████████████████████████████████████████████████████████▋                                                                                               | 465/1111 [23:24<32:12,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 42%|████████████████████████████████████████████████████████████████████▊                                                                                               | 466/1111 [23:27<32:10,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 39 unidentified points.                                                                                 

WARNING  * 39 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  TODO: THIRD MAXIMIZER IS NOT NONE... IS THIS CORRECT???                                                   

WARNING  TODO: tip1 changed from 29 to 9...                                                                        

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 1                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 19 nonunique points.                                                                                    

WARNING  * 8 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 42%|████████████████████████████████████████████████████████████████████▉                                                                                               | 467/1111 [23:31<32:27,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 42%|█████████████████████████████████████████████████████████████████████                                                                                               | 468/1111 [23:33<32:06,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 42%|█████████████████████████████████████████████████████████████████████▏                                                                                              | 469/1111 [23:36<32:10,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 42%|█████████████████████████████████████████████████████████████████████▍                                                                                              | 470/1111 [23:40<32:09,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 42%|█████████████████████████████████████████████████████████████████████▌                                                                                              | 471/1111 [23:42<31:57,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 42%|█████████████████████████████████████████████████████████████████████▋                                                                                              | 472/1111 [23:45<31:54,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 43%|█████████████████████████████████████████████████████████████████████▊                                                                                              | 473/1111 [23:48<31:56,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 43%|█████████████████████████████████████████████████████████████████████▉                                                                                              | 474/1111 [23:51<31:44,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 40 unidentified points.                                                                                 

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 43%|██████████████████████████████████████████████████████████████████████                                                                                              | 475/1111 [23:54<31:29,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1082 unidentified points.                                                                               

WARNING  * 1082 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 5
         -> 7                                                                                                      

WARNING  detected group with only 0 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 26 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 26 unclaimed points.                                                                                    

 43%|██████████████████████████████████████████████████████████████████████▎                                                                                             | 476/1111 [23:58<32:08,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 43%|██████████████████████████████████████████████████████████████████████▍                                                                                             | 477/1111 [24:00<31:45,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 43%|██████████████████████████████████████████████████████████████████████▌                                                                                             | 478/1111 [24:03<31:32,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 43%|██████████████████████████████████████████████████████████████████████▋                                                                                             | 479/1111 [24:06<31:37,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 43%|██████████████████████████████████████████████████████████████████████▊                                                                                             | 480/1111 [24:09<31:28,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 43%|███████████████████████████████████████████████████████████████████████                                                                                             | 481/1111 [24:12<31:21,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 43%|███████████████████████████████████████████████████████████████████████▏                                                                                            | 482/1111 [24:15<31:05,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 43%|███████████████████████████████████████████████████████████████████████▎                                                                                            | 483/1111 [24:18<31:03,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 44%|███████████████████████████████████████████████████████████████████████▍                                                                                            | 484/1111 [24:21<31:04,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 44%|███████████████████████████████████████████████████████████████████████▌                                                                                            | 485/1111 [24:24<30:52,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 44%|███████████████████████████████████████████████████████████████████████▋                                                                                            | 486/1111 [24:27<31:14,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 44%|███████████████████████████████████████████████████████████████████████▉                                                                                            | 487/1111 [24:30<31:02,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 44%|████████████████████████████████████████████████████████████████████████                                                                                            | 488/1111 [24:33<30:57,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 44%|████████████████████████████████████████████████████████████████████████▏                                                                                           | 489/1111 [24:36<31:13,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 44%|████████████████████████████████████████████████████████████████████████▎                                                                                           | 490/1111 [24:39<30:56,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 44%|████████████████████████████████████████████████████████████████████████▍                                                                                           | 491/1111 [24:42<31:09,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 44%|████████████████████████████████████████████████████████████████████████▋                                                                                           | 492/1111 [24:45<31:06,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 44%|████████████████████████████████████████████████████████████████████████▊                                                                                           | 493/1111 [24:48<30:55,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 44%|████████████████████████████████████████████████████████████████████████▉                                                                                           | 494/1111 [24:51<30:44,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 45%|█████████████████████████████████████████████████████████████████████████                                                                                           | 495/1111 [24:54<30:38,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 291 unidentified points.                                                                                

WARNING  * 291 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 6
         -> 1                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 21 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 45%|█████████████████████████████████████████████████████████████████████████▏                                                                                          | 496/1111 [24:57<30:36,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 45%|█████████████████████████████████████████████████████████████████████████▎                                                                                          | 497/1111 [25:00<30:30,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1073 unidentified points.                                                                               

WARNING  * 1073 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 1
         -> 11                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 1 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 6                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1024 unidentified points.                                                                               

WARNING  * 1024 unclaimed points.                                                                                  

 45%|█████████████████████████████████████████████████████████████████████████▌                                                                                          | 498/1111 [25:03<30:48,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 45%|█████████████████████████████████████████████████████████████████████████▋                                                                                          | 499/1111 [25:06<30:26,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 45%|█████████████████████████████████████████████████████████████████████████▊                                                                                          | 500/1111 [25:09<30:09,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 8 nonunique points.                                                                                     

WARNING  * 52 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 52 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 113 unidentified points.                                                                                

WARNING  * 113 unclaimed points.                                                                                   

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 15 unidentified points.                                                                                 

WARNING  * 15 unclaimed points.                                                                                    

WARNING  *ibranch = 4                                                                                              

WARNING  * 21 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

 45%|█████████████████████████████████████████████████████████████████████████▉                                                                                          | 501/1111 [25:12<30:12,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1100 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 45%|██████████████████████████████████████████████████████████████████████████                                                                                          | 502/1111 [25:15<29:58,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 45%|██████████████████████████████████████████████████████████████████████████▎                                                                                         | 503/1111 [25:18<29:54,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 45%|██████████████████████████████████████████████████████████████████████████▍                                                                                         | 504/1111 [25:21<29:49,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1103 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 45%|██████████████████████████████████████████████████████████████████████████▌                                                                                         | 505/1111 [25:24<29:39,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 46%|██████████████████████████████████████████████████████████████████████████▋                                                                                         | 506/1111 [25:27<29:37,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 46%|██████████████████████████████████████████████████████████████████████████▊                                                                                         | 507/1111 [25:30<29:35,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 46%|██████████████████████████████████████████████████████████████████████████▉                                                                                         | 508/1111 [25:33<29:40,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 46%|███████████████████████████████████████████████████████████████████████████▏                                                                                        | 509/1111 [25:36<29:37,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 8 nonunique points.                                                                                     

WARNING  * 52 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 52 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 113 unidentified points.                                                                                

WARNING  * 113 unclaimed points.                                                                                   

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 15 unidentified points.                                                                                 

WARNING  * 15 unclaimed points.                                                                                    

WARNING  *ibranch = 4                                                                                              

WARNING  * 21 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

 46%|███████████████████████████████████████████████████████████████████████████▎                                                                                        | 510/1111 [25:39<29:44,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 46%|███████████████████████████████████████████████████████████████████████████▍                                                                                        | 511/1111 [25:42<29:57,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 46%|███████████████████████████████████████████████████████████████████████████▌                                                                                        | 512/1111 [25:45<29:51,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 46%|███████████████████████████████████████████████████████████████████████████▋                                                                                        | 513/1111 [25:48<29:42,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 46%|███████████████████████████████████████████████████████████████████████████▊                                                                                        | 514/1111 [25:51<29:25,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 46%|████████████████████████████████████████████████████████████████████████████                                                                                        | 515/1111 [25:54<29:49,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 291 unidentified points.                                                                                

WARNING  * 291 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 6
         -> 1                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 21 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 46%|████████████████████████████████████████████████████████████████████████████▏                                                                                       | 516/1111 [25:57<29:35,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 47%|████████████████████████████████████████████████████████████████████████████▎                                                                                       | 517/1111 [26:00<29:26,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 47%|████████████████████████████████████████████████████████████████████████████▍                                                                                       | 518/1111 [26:03<29:29,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 47%|████████████████████████████████████████████████████████████████████████████▌                                                                                       | 519/1111 [26:06<29:57,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 47%|████████████████████████████████████████████████████████████████████████████▊                                                                                       | 520/1111 [26:09<29:47,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 47%|████████████████████████████████████████████████████████████████████████████▉                                                                                       | 521/1111 [26:12<29:30,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 47%|█████████████████████████████████████████████████████████████████████████████                                                                                       | 522/1111 [26:15<29:25,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 47%|█████████████████████████████████████████████████████████████████████████████▏                                                                                      | 523/1111 [26:18<29:06,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 47%|█████████████████████████████████████████████████████████████████████████████▎                                                                                      | 524/1111 [26:20<28:48,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 39 unidentified points.                                                                                 

WARNING  * 39 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  TODO: THIRD MAXIMIZER IS NOT NONE... IS THIS CORRECT???                                                   

WARNING  TODO: tip1 changed from 29 to 9...                                                                        

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 1                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 19 nonunique points.                                                                                    

WARNING  * 8 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 47%|█████████████████████████████████████████████████████████████████████████████▍                                                                                      | 525/1111 [26:24<29:07,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 47%|█████████████████████████████████████████████████████████████████████████████▋                                                                                      | 526/1111 [26:26<28:59,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 47%|█████████████████████████████████████████████████████████████████████████████▊                                                                                      | 527/1111 [26:29<28:52,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 48%|█████████████████████████████████████████████████████████████████████████████▉                                                                                      | 528/1111 [26:32<28:50,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 48%|██████████████████████████████████████████████████████████████████████████████                                                                                      | 529/1111 [26:35<28:45,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 48%|██████████████████████████████████████████████████████████████████████████████▏                                                                                     | 530/1111 [26:38<29:10,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 48%|██████████████████████████████████████████████████████████████████████████████▍                                                                                     | 531/1111 [26:42<29:14,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 40 unidentified points.                                                                                 

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 48%|██████████████████████████████████████████████████████████████████████████████▌                                                                                     | 532/1111 [26:45<29:25,  3.05s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 48%|██████████████████████████████████████████████████████████████████████████████▋                                                                                     | 533/1111 [26:48<30:00,  3.12s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 48%|██████████████████████████████████████████████████████████████████████████████▊                                                                                     | 534/1111 [26:51<29:48,  3.10s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 48%|██████████████████████████████████████████████████████████████████████████████▉                                                                                     | 535/1111 [26:54<29:36,  3.08s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 48%|███████████████████████████████████████████████████████████████████████████████                                                                                     | 536/1111 [26:57<29:34,  3.09s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 48%|███████████████████████████████████████████████████████████████████████████████▎                                                                                    | 537/1111 [27:00<29:46,  3.11s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 48%|███████████████████████████████████████████████████████████████████████████████▍                                                                                    | 538/1111 [27:03<29:45,  3.12s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 49%|███████████████████████████████████████████████████████████████████████████████▌                                                                                    | 539/1111 [27:07<29:37,  3.11s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 49%|███████████████████████████████████████████████████████████████████████████████▋                                                                                    | 540/1111 [27:10<29:32,  3.10s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 49%|███████████████████████████████████████████████████████████████████████████████▊                                                                                    | 541/1111 [27:13<29:32,  3.11s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 49%|████████████████████████████████████████████████████████████████████████████████                                                                                    | 542/1111 [27:16<29:07,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 40 unidentified points.                                                                                 

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 49%|████████████████████████████████████████████████████████████████████████████████▏                                                                                   | 543/1111 [27:19<28:58,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 49%|████████████████████████████████████████████████████████████████████████████████▎                                                                                   | 544/1111 [27:22<28:56,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 49%|████████████████████████████████████████████████████████████████████████████████▍                                                                                   | 545/1111 [27:25<28:44,  3.05s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 39 unidentified points.                                                                                 

WARNING  * 39 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  TODO: THIRD MAXIMIZER IS NOT NONE... IS THIS CORRECT???                                                   

WARNING  TODO: tip1 changed from 29 to 9...                                                                        

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 1                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 19 nonunique points.                                                                                    

WARNING  * 8 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 49%|████████████████████████████████████████████████████████████████████████████████▌                                                                                   | 546/1111 [27:28<29:03,  3.09s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 49%|████████████████████████████████████████████████████████████████████████████████▋                                                                                   | 547/1111 [27:31<28:44,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 49%|████████████████████████████████████████████████████████████████████████████████▉                                                                                   | 548/1111 [27:34<28:21,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 49%|█████████████████████████████████████████████████████████████████████████████████                                                                                   | 549/1111 [27:37<28:33,  3.05s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 31 nonunique points.                                                                                    

WARNING  * 49 unidentified points.                                                                                 

WARNING  * 49 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 120 nonunique points.                                                                                   

WARNING  * 2 unidentified points.                                                                                  

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 47 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         270 -> 263                                                                                                

WARNING  * 2 unclaimed points.                                                                                     

 50%|█████████████████████████████████████████████████████████████████████████████████▏                                                                                  | 550/1111 [27:40<28:52,  3.09s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 50%|█████████████████████████████████████████████████████████████████████████████████▎                                                                                  | 551/1111 [27:43<28:56,  3.10s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 50%|█████████████████████████████████████████████████████████████████████████████████▍                                                                                  | 552/1111 [27:46<28:53,  3.10s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 50%|█████████████████████████████████████████████████████████████████████████████████▋                                                                                  | 553/1111 [27:49<28:28,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 40 unidentified points.                                                                                 

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 50%|█████████████████████████████████████████████████████████████████████████████████▊                                                                                  | 554/1111 [27:52<27:59,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 50%|█████████████████████████████████████████████████████████████████████████████████▉                                                                                  | 555/1111 [27:55<28:14,  3.05s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 50%|██████████████████████████████████████████████████████████████████████████████████                                                                                  | 556/1111 [27:58<28:05,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 50%|██████████████████████████████████████████████████████████████████████████████████▏                                                                                 | 557/1111 [28:01<27:50,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 50%|██████████████████████████████████████████████████████████████████████████████████▎                                                                                 | 558/1111 [28:04<27:56,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 17 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 50%|██████████████████████████████████████████████████████████████████████████████████▌                                                                                 | 559/1111 [28:07<27:32,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1056 unidentified points.                                                                               

WARNING  * 1056 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 30 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 34                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 50%|██████████████████████████████████████████████████████████████████████████████████▋                                                                                 | 560/1111 [28:10<27:44,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 50%|██████████████████████████████████████████████████████████████████████████████████▊                                                                                 | 561/1111 [28:13<27:31,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 51%|██████████████████████████████████████████████████████████████████████████████████▉                                                                                 | 562/1111 [28:17<27:46,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 51%|███████████████████████████████████████████████████████████████████████████████████                                                                                 | 563/1111 [28:19<27:25,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 51%|███████████████████████████████████████████████████████████████████████████████████▎                                                                                | 564/1111 [28:22<27:18,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 51%|███████████████████████████████████████████████████████████████████████████████████▍                                                                                | 565/1111 [28:25<27:13,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 763 unidentified points.                                                                                

WARNING  * 763 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         10 -> 15                                                                                                  

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 233 unidentified points.                                                                                

WARNING  * 233 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 52 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         49 -> 21                                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         13 -> 54                                                                                                  

WARNING  * 0 unclaimed points.                                                                                     

 51%|███████████████████████████████████████████████████████████████████████████████████▌                                                                                | 566/1111 [28:28<26:43,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 51%|███████████████████████████████████████████████████████████████████████████████████▋                                                                                | 567/1111 [28:31<26:37,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 51%|███████████████████████████████████████████████████████████████████████████████████▊                                                                                | 568/1111 [28:34<26:56,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 31 nonunique points.                                                                                    

WARNING  * 49 unidentified points.                                                                                 

WARNING  * 49 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 120 nonunique points.                                                                                   

WARNING  * 2 unidentified points.                                                                                  

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 47 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         270 -> 263                                                                                                

WARNING  * 2 unclaimed points.                                                                                     

 51%|███████████████████████████████████████████████████████████████████████████████████▉                                                                                | 569/1111 [28:37<27:07,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 40 unidentified points.                                                                                 

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 51%|████████████████████████████████████████████████████████████████████████████████████▏                                                                               | 570/1111 [28:40<26:45,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 8 nonunique points.                                                                                     

WARNING  * 52 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 52 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 113 unidentified points.                                                                                

WARNING  * 113 unclaimed points.                                                                                   

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 15 unidentified points.                                                                                 

WARNING  * 15 unclaimed points.                                                                                    

WARNING  *ibranch = 4                                                                                              

WARNING  * 21 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

 51%|████████████████████████████████████████████████████████████████████████████████████▎                                                                               | 571/1111 [28:43<26:46,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 51%|████████████████████████████████████████████████████████████████████████████████████▍                                                                               | 572/1111 [28:46<26:41,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 52%|████████████████████████████████████████████████████████████████████████████████████▌                                                                               | 573/1111 [28:49<26:34,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 52%|████████████████████████████████████████████████████████████████████████████████████▋                                                                               | 574/1111 [28:52<26:30,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 52%|████████████████████████████████████████████████████████████████████████████████████▉                                                                               | 575/1111 [28:55<26:27,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 52%|█████████████████████████████████████████████████████████████████████████████████████                                                                               | 576/1111 [28:58<26:21,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 55 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         943 -> 307                                                                                                

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         114 -> 205                                                                                                

WARNING  * 3 unclaimed points.                                                                                     

WARNING  *ibranch = 1                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 72 nonunique points.                                                                                    

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 19 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 3 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 28 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         13 -> 16                                                                                                  

WARNING  * 0 unclaimed points.                                                                                     

 52%|█████████████████████████████████████████████████████████████████████████████████████▏                                                                              | 577/1111 [29:01<26:39,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 52%|█████████████████████████████████████████████████████████████████████████████████████▎                                                                              | 578/1111 [29:04<26:18,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 52%|█████████████████████████████████████████████████████████████████████████████████████▍                                                                              | 579/1111 [29:07<26:03,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 164 nonunique points.                                                                                   

WARNING  * 114 unidentified points.                                                                                

WARNING  * 114 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING  * 12 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 20 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         58 -> 125                                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 3 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 17 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 115 unidentified points.                                                                                

WARNING  * 115 unclaimed points.                                                                                   

 52%|█████████████████████████████████████████████████████████████████████████████████████▌                                                                              | 580/1111 [29:10<26:06,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 20 nonunique points.                                                                                    

WARNING  * 17 unidentified points.                                                                                 

WARNING  * 17 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 8
         -> 10                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 116 nonunique points.                                                                                   

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         687 -> 802                                                                                                

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING  * 110 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 27 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 52%|█████████████████████████████████████████████████████████████████████████████████████▊                                                                              | 581/1111 [29:13<26:30,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 52%|█████████████████████████████████████████████████████████████████████████████████████▉                                                                              | 582/1111 [29:16<26:10,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 52%|██████████████████████████████████████████████████████████████████████████████████████                                                                              | 583/1111 [29:19<26:22,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1056 unidentified points.                                                                               

WARNING  * 1056 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 30 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 34                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 53%|██████████████████████████████████████████████████████████████████████████████████████▏                                                                             | 584/1111 [29:22<26:30,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 53%|██████████████████████████████████████████████████████████████████████████████████████▎                                                                             | 585/1111 [29:25<26:33,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 53%|██████████████████████████████████████████████████████████████████████████████████████▌                                                                             | 586/1111 [29:28<26:16,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 53%|██████████████████████████████████████████████████████████████████████████████████████▋                                                                             | 587/1111 [29:31<25:53,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 53%|██████████████████████████████████████████████████████████████████████████████████████▊                                                                             | 588/1111 [29:34<25:46,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 53%|██████████████████████████████████████████████████████████████████████████████████████▉                                                                             | 589/1111 [29:37<25:35,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 164 nonunique points.                                                                                   

WARNING  * 114 unidentified points.                                                                                

WARNING  * 114 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING  * 12 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 20 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         58 -> 125                                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 3 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 17 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 115 unidentified points.                                                                                

WARNING  * 115 unclaimed points.                                                                                   

 53%|███████████████████████████████████████████████████████████████████████████████████████                                                                             | 590/1111 [29:40<25:40,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 53%|███████████████████████████████████████████████████████████████████████████████████████▏                                                                            | 591/1111 [29:43<25:25,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 53%|███████████████████████████████████████████████████████████████████████████████████████▍                                                                            | 592/1111 [29:45<25:21,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 53%|███████████████████████████████████████████████████████████████████████████████████████▌                                                                            | 593/1111 [29:48<25:19,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 53%|███████████████████████████████████████████████████████████████████████████████████████▋                                                                            | 594/1111 [29:51<25:15,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 54%|███████████████████████████████████████████████████████████████████████████████████████▊                                                                            | 595/1111 [29:54<25:17,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 54%|███████████████████████████████████████████████████████████████████████████████████████▉                                                                            | 596/1111 [29:57<25:16,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 54%|████████████████████████████████████████████████████████████████████████████████████████▏                                                                           | 597/1111 [30:00<25:27,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 54%|████████████████████████████████████████████████████████████████████████████████████████▎                                                                           | 598/1111 [30:03<25:27,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 54%|████████████████████████████████████████████████████████████████████████████████████████▍                                                                           | 599/1111 [30:06<25:19,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 54%|████████████████████████████████████████████████████████████████████████████████████████▌                                                                           | 600/1111 [30:09<25:13,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 54%|████████████████████████████████████████████████████████████████████████████████████████▋                                                                           | 601/1111 [30:12<25:01,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 40 unidentified points.                                                                                 

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 54%|████████████████████████████████████████████████████████████████████████████████████████▊                                                                           | 602/1111 [30:15<24:58,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 54%|█████████████████████████████████████████████████████████████████████████████████████████                                                                           | 603/1111 [30:18<25:36,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 54%|█████████████████████████████████████████████████████████████████████████████████████████▏                                                                          | 604/1111 [30:21<25:23,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 54%|█████████████████████████████████████████████████████████████████████████████████████████▎                                                                          | 605/1111 [30:24<25:09,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 55%|█████████████████████████████████████████████████████████████████████████████████████████▍                                                                          | 606/1111 [30:27<25:02,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 55%|█████████████████████████████████████████████████████████████████████████████████████████▌                                                                          | 607/1111 [30:30<25:20,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 55%|█████████████████████████████████████████████████████████████████████████████████████████▋                                                                          | 608/1111 [30:33<25:00,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 55%|█████████████████████████████████████████████████████████████████████████████████████████▉                                                                          | 609/1111 [30:36<24:55,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 55%|██████████████████████████████████████████████████████████████████████████████████████████                                                                          | 610/1111 [30:39<24:40,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 55%|██████████████████████████████████████████████████████████████████████████████████████████▏                                                                         | 611/1111 [30:42<24:36,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 55%|██████████████████████████████████████████████████████████████████████████████████████████▎                                                                         | 612/1111 [30:45<24:25,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 30 nonunique points.                                                                                    

WARNING  * 7 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 55%|██████████████████████████████████████████████████████████████████████████████████████████▍                                                                         | 613/1111 [30:48<24:25,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 55%|██████████████████████████████████████████████████████████████████████████████████████████▋                                                                         | 614/1111 [30:51<24:24,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 55%|██████████████████████████████████████████████████████████████████████████████████████████▊                                                                         | 615/1111 [30:54<24:22,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 55%|██████████████████████████████████████████████████████████████████████████████████████████▉                                                                         | 616/1111 [30:57<24:21,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 56%|███████████████████████████████████████████████████████████████████████████████████████████                                                                         | 617/1111 [31:00<24:40,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 56%|███████████████████████████████████████████████████████████████████████████████████████████▏                                                                        | 618/1111 [31:03<24:24,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 56%|███████████████████████████████████████████████████████████████████████████████████████████▎                                                                        | 619/1111 [31:06<24:11,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 56%|███████████████████████████████████████████████████████████████████████████████████████████▌                                                                        | 620/1111 [31:08<24:00,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 56%|███████████████████████████████████████████████████████████████████████████████████████████▋                                                                        | 621/1111 [31:11<23:58,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 56%|███████████████████████████████████████████████████████████████████████████████████████████▊                                                                        | 622/1111 [31:14<23:50,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 56%|███████████████████████████████████████████████████████████████████████████████████████████▉                                                                        | 623/1111 [31:17<23:48,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 56%|████████████████████████████████████████████████████████████████████████████████████████████                                                                        | 624/1111 [31:20<24:08,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 56%|████████████████████████████████████████████████████████████████████████████████████████████▎                                                                       | 625/1111 [31:23<24:02,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 8 nonunique points.                                                                                     

WARNING  * 52 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 52 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 113 unidentified points.                                                                                

WARNING  * 113 unclaimed points.                                                                                   

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 15 unidentified points.                                                                                 

WARNING  * 15 unclaimed points.                                                                                    

WARNING  *ibranch = 4                                                                                              

WARNING  * 21 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

 56%|████████████████████████████████████████████████████████████████████████████████████████████▍                                                                       | 626/1111 [31:26<24:10,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 56%|████████████████████████████████████████████████████████████████████████████████████████████▌                                                                       | 627/1111 [31:29<24:07,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 57%|████████████████████████████████████████████████████████████████████████████████████████████▋                                                                       | 628/1111 [31:32<23:57,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 30 nonunique points.                                                                                    

WARNING  * 7 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 57%|████████████████████████████████████████████████████████████████████████████████████████████▊                                                                       | 629/1111 [31:35<23:39,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 57%|████████████████████████████████████████████████████████████████████████████████████████████▉                                                                       | 630/1111 [31:38<23:32,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 57%|█████████████████████████████████████████████████████████████████████████████████████████████▏                                                                      | 631/1111 [31:41<23:35,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 57%|█████████████████████████████████████████████████████████████████████████████████████████████▎                                                                      | 632/1111 [31:44<23:31,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 57%|█████████████████████████████████████████████████████████████████████████████████████████████▍                                                                      | 633/1111 [31:47<23:22,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 57%|█████████████████████████████████████████████████████████████████████████████████████████████▌                                                                      | 634/1111 [31:50<23:21,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 57%|█████████████████████████████████████████████████████████████████████████████████████████████▋                                                                      | 635/1111 [31:53<23:17,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 164 nonunique points.                                                                                   

WARNING  * 114 unidentified points.                                                                                

WARNING  * 114 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING  * 12 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 20 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         58 -> 125                                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 3 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 17 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 115 unidentified points.                                                                                

WARNING  * 115 unclaimed points.                                                                                   

 57%|█████████████████████████████████████████████████████████████████████████████████████████████▉                                                                      | 636/1111 [31:56<23:20,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 57%|██████████████████████████████████████████████████████████████████████████████████████████████                                                                      | 637/1111 [31:59<23:11,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 57%|██████████████████████████████████████████████████████████████████████████████████████████████▏                                                                     | 638/1111 [32:02<23:11,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 58%|██████████████████████████████████████████████████████████████████████████████████████████████▎                                                                     | 639/1111 [32:04<23:01,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 58%|██████████████████████████████████████████████████████████████████████████████████████████████▍                                                                     | 640/1111 [32:07<23:00,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 58%|██████████████████████████████████████████████████████████████████████████████████████████████▌                                                                     | 641/1111 [32:10<23:01,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 58%|██████████████████████████████████████████████████████████████████████████████████████████████▊                                                                     | 642/1111 [32:13<23:00,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 58%|██████████████████████████████████████████████████████████████████████████████████████████████▉                                                                     | 643/1111 [32:16<22:58,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 39 unidentified points.                                                                                 

WARNING  * 39 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  TODO: THIRD MAXIMIZER IS NOT NONE... IS THIS CORRECT???                                                   

WARNING  TODO: tip1 changed from 29 to 9...                                                                        

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 1                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 19 nonunique points.                                                                                    

WARNING  * 8 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 58%|███████████████████████████████████████████████████████████████████████████████████████████████                                                                     | 644/1111 [32:20<23:42,  3.05s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 31 nonunique points.                                                                                    

WARNING  * 49 unidentified points.                                                                                 

WARNING  * 49 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 120 nonunique points.                                                                                   

WARNING  * 2 unidentified points.                                                                                  

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 47 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         270 -> 263                                                                                                

WARNING  * 2 unclaimed points.                                                                                     

 58%|███████████████████████████████████████████████████████████████████████████████████████████████▏                                                                    | 645/1111 [32:23<23:46,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 58%|███████████████████████████████████████████████████████████████████████████████████████████████▎                                                                    | 646/1111 [32:26<23:35,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 58%|███████████████████████████████████████████████████████████████████████████████████████████████▌                                                                    | 647/1111 [32:29<23:19,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 58%|███████████████████████████████████████████████████████████████████████████████████████████████▋                                                                    | 648/1111 [32:32<23:03,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 58%|███████████████████████████████████████████████████████████████████████████████████████████████▊                                                                    | 649/1111 [32:34<22:59,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 8 nonunique points.                                                                                     

WARNING  * 52 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 52 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 113 unidentified points.                                                                                

WARNING  * 113 unclaimed points.                                                                                   

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 15 unidentified points.                                                                                 

WARNING  * 15 unclaimed points.                                                                                    

WARNING  *ibranch = 4                                                                                              

WARNING  * 21 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

 59%|███████████████████████████████████████████████████████████████████████████████████████████████▉                                                                    | 650/1111 [32:38<23:15,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 30 nonunique points.                                                                                    

WARNING  * 7 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 59%|████████████████████████████████████████████████████████████████████████████████████████████████                                                                    | 651/1111 [32:41<23:00,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 59%|████████████████████████████████████████████████████████████████████████████████████████████████▏                                                                   | 652/1111 [32:44<22:54,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 59%|████████████████████████████████████████████████████████████████████████████████████████████████▍                                                                   | 653/1111 [32:47<22:49,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 59%|████████████████████████████████████████████████████████████████████████████████████████████████▌                                                                   | 654/1111 [32:49<22:41,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 59%|████████████████████████████████████████████████████████████████████████████████████████████████▋                                                                   | 655/1111 [32:52<22:36,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 59%|████████████████████████████████████████████████████████████████████████████████████████████████▊                                                                   | 656/1111 [32:55<22:29,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 59%|████████████████████████████████████████████████████████████████████████████████████████████████▉                                                                   | 657/1111 [32:58<22:40,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 59%|█████████████████████████████████████████████████████████████████████████████████████████████████▏                                                                  | 658/1111 [33:02<22:47,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 40 unidentified points.                                                                                 

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 59%|█████████████████████████████████████████████████████████████████████████████████████████████████▎                                                                  | 659/1111 [33:04<22:35,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 40 unidentified points.                                                                                 

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 59%|█████████████████████████████████████████████████████████████████████████████████████████████████▍                                                                  | 660/1111 [33:07<22:21,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 59%|█████████████████████████████████████████████████████████████████████████████████████████████████▌                                                                  | 661/1111 [33:10<22:10,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 60%|█████████████████████████████████████████████████████████████████████████████████████████████████▋                                                                  | 662/1111 [33:13<22:07,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 60%|█████████████████████████████████████████████████████████████████████████████████████████████████▊                                                                  | 663/1111 [33:16<22:01,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 60%|██████████████████████████████████████████████████████████████████████████████████████████████████                                                                  | 664/1111 [33:19<21:51,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 60%|██████████████████████████████████████████████████████████████████████████████████████████████████▏                                                                 | 665/1111 [33:22<21:50,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 60%|██████████████████████████████████████████████████████████████████████████████████████████████████▎                                                                 | 666/1111 [33:25<22:18,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 60%|██████████████████████████████████████████████████████████████████████████████████████████████████▍                                                                 | 667/1111 [33:28<22:31,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 60%|██████████████████████████████████████████████████████████████████████████████████████████████████▌                                                                 | 668/1111 [33:31<22:37,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 60%|██████████████████████████████████████████████████████████████████████████████████████████████████▊                                                                 | 669/1111 [33:35<23:04,  3.13s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 60%|██████████████████████████████████████████████████████████████████████████████████████████████████▉                                                                 | 670/1111 [33:38<22:31,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 60%|███████████████████████████████████████████████████████████████████████████████████████████████████                                                                 | 671/1111 [33:41<22:27,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 60%|███████████████████████████████████████████████████████████████████████████████████████████████████▏                                                                | 672/1111 [33:44<22:12,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 61%|███████████████████████████████████████████████████████████████████████████████████████████████████▎                                                                | 673/1111 [33:47<21:59,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 61%|███████████████████████████████████████████████████████████████████████████████████████████████████▍                                                                | 674/1111 [33:50<22:09,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 8 nonunique points.                                                                                     

WARNING  * 52 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 52 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 113 unidentified points.                                                                                

WARNING  * 113 unclaimed points.                                                                                   

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 15 unidentified points.                                                                                 

WARNING  * 15 unclaimed points.                                                                                    

WARNING  *ibranch = 4                                                                                              

WARNING  * 21 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

 61%|███████████████████████████████████████████████████████████████████████████████████████████████████▋                                                                | 675/1111 [33:53<22:12,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 61%|███████████████████████████████████████████████████████████████████████████████████████████████████▊                                                                | 676/1111 [33:56<21:57,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 61%|███████████████████████████████████████████████████████████████████████████████████████████████████▉                                                                | 677/1111 [33:59<22:11,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 61%|████████████████████████████████████████████████████████████████████████████████████████████████████                                                                | 678/1111 [34:02<22:16,  3.09s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 61%|████████████████████████████████████████████████████████████████████████████████████████████████████▏                                                               | 679/1111 [34:05<22:08,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 61%|████████████████████████████████████████████████████████████████████████████████████████████████████▍                                                               | 680/1111 [34:08<22:00,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 61%|████████████████████████████████████████████████████████████████████████████████████████████████████▌                                                               | 681/1111 [34:11<21:42,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 61%|████████████████████████████████████████████████████████████████████████████████████████████████████▋                                                               | 682/1111 [34:14<21:49,  3.05s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 61%|████████████████████████████████████████████████████████████████████████████████████████████████████▊                                                               | 683/1111 [34:17<21:36,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1101 nonunique points.                                                                                  

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         625 -> 436                                                                                                

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 1                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1062 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         247 -> 473                                                                                                

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         795 -> 1031                                                                                               

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1033 unidentified points.                                                                               

WARNING  * 1033 unclaimed points.                                                                                  

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 5 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 7
         -> 4                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 62%|████████████████████████████████████████████████████████████████████████████████████████████████████▉                                                               | 684/1111 [34:21<22:17,  3.13s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 62%|█████████████████████████████████████████████████████████████████████████████████████████████████████                                                               | 685/1111 [34:24<22:02,  3.10s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 62%|█████████████████████████████████████████████████████████████████████████████████████████████████████▎                                                              | 686/1111 [34:27<21:43,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 62%|█████████████████████████████████████████████████████████████████████████████████████████████████████▍                                                              | 687/1111 [34:30<21:31,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 62%|█████████████████████████████████████████████████████████████████████████████████████████████████████▌                                                              | 688/1111 [34:33<21:28,  3.05s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 62%|█████████████████████████████████████████████████████████████████████████████████████████████████████▋                                                              | 689/1111 [34:36<21:35,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 62%|█████████████████████████████████████████████████████████████████████████████████████████████████████▊                                                              | 690/1111 [34:39<21:34,  3.08s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1082 unidentified points.                                                                               

WARNING  * 1082 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 5
         -> 7                                                                                                      

WARNING  detected group with only 0 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 26 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 26 unclaimed points.                                                                                    

 62%|██████████████████████████████████████████████████████████████████████████████████████████████████████                                                              | 691/1111 [34:42<21:38,  3.09s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 62%|██████████████████████████████████████████████████████████████████████████████████████████████████████▏                                                             | 692/1111 [34:45<21:22,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 62%|██████████████████████████████████████████████████████████████████████████████████████████████████████▎                                                             | 693/1111 [34:48<21:11,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 62%|██████████████████████████████████████████████████████████████████████████████████████████████████████▍                                                             | 694/1111 [34:51<21:02,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 63%|██████████████████████████████████████████████████████████████████████████████████████████████████████▌                                                             | 695/1111 [34:54<20:52,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 63%|██████████████████████████████████████████████████████████████████████████████████████████████████████▋                                                             | 696/1111 [34:57<20:41,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 63%|██████████████████████████████████████████████████████████████████████████████████████████████████████▉                                                             | 697/1111 [35:00<20:39,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 39 unidentified points.                                                                                 

WARNING  * 39 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  TODO: THIRD MAXIMIZER IS NOT NONE... IS THIS CORRECT???                                                   

WARNING  TODO: tip1 changed from 29 to 9...                                                                        

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 1                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 19 nonunique points.                                                                                    

WARNING  * 8 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 63%|███████████████████████████████████████████████████████████████████████████████████████████████████████                                                             | 698/1111 [35:03<20:57,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 63%|███████████████████████████████████████████████████████████████████████████████████████████████████████▏                                                            | 699/1111 [35:06<20:47,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 63%|███████████████████████████████████████████████████████████████████████████████████████████████████████▎                                                            | 700/1111 [35:09<20:42,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 63%|███████████████████████████████████████████████████████████████████████████████████████████████████████▍                                                            | 701/1111 [35:12<20:37,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 63%|███████████████████████████████████████████████████████████████████████████████████████████████████████▋                                                            | 702/1111 [35:15<20:32,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 63%|███████████████████████████████████████████████████████████████████████████████████████████████████████▊                                                            | 703/1111 [35:18<20:21,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 63%|███████████████████████████████████████████████████████████████████████████████████████████████████████▉                                                            | 704/1111 [35:21<20:12,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 20 nonunique points.                                                                                    

WARNING  * 17 unidentified points.                                                                                 

WARNING  * 17 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 8
         -> 10                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 116 nonunique points.                                                                                   

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         687 -> 802                                                                                                

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING  * 110 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 27 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 63%|████████████████████████████████████████████████████████████████████████████████████████████████████████                                                            | 705/1111 [35:24<20:34,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 64%|████████████████████████████████████████████████████████████████████████████████████████████████████████▏                                                           | 706/1111 [35:27<20:25,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 64%|████████████████████████████████████████████████████████████████████████████████████████████████████████▎                                                           | 707/1111 [35:30<20:24,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 64%|████████████████████████████████████████████████████████████████████████████████████████████████████████▌                                                           | 708/1111 [35:33<20:27,  3.05s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 64%|████████████████████████████████████████████████████████████████████████████████████████████████████████▋                                                           | 709/1111 [35:36<20:18,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 64%|████████████████████████████████████████████████████████████████████████████████████████████████████████▊                                                           | 710/1111 [35:39<20:35,  3.08s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 40 unidentified points.                                                                                 

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 64%|████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                                           | 711/1111 [35:42<20:26,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 64%|█████████████████████████████████████████████████████████████████████████████████████████████████████████                                                           | 712/1111 [35:46<20:26,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 13 nonunique points.                                                                                    

WARNING  * 11 unidentified points.                                                                                 

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         637 -> 953                                                                                                

WARNING  * 11 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1054 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      partitioning converged: ibranch = 3                                                                   

 64%|█████████████████████████████████████████████████████████████████████████████████████████████████████████▏                                                          | 713/1111 [35:49<20:23,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 164 nonunique points.                                                                                   

WARNING  * 114 unidentified points.                                                                                

WARNING  * 114 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING  * 12 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 20 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         58 -> 125                                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 3 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 17 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 115 unidentified points.                                                                                

WARNING  * 115 unclaimed points.                                                                                   

 64%|█████████████████████████████████████████████████████████████████████████████████████████████████████████▍                                                          | 714/1111 [35:52<20:16,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 64%|█████████████████████████████████████████████████████████████████████████████████████████████████████████▌                                                          | 715/1111 [35:55<20:11,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 39 unidentified points.                                                                                 

WARNING  * 39 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  TODO: THIRD MAXIMIZER IS NOT NONE... IS THIS CORRECT???                                                   

WARNING  TODO: tip1 changed from 29 to 9...                                                                        

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 1                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 19 nonunique points.                                                                                    

WARNING  * 8 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 64%|█████████████████████████████████████████████████████████████████████████████████████████████████████████▋                                                          | 716/1111 [35:58<20:16,  3.08s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 31 nonunique points.                                                                                    

WARNING  * 5 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 65%|█████████████████████████████████████████████████████████████████████████████████████████████████████████▊                                                          | 717/1111 [36:01<19:53,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 40 unidentified points.                                                                                 

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 65%|█████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                                          | 718/1111 [36:04<19:48,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 65%|██████████████████████████████████████████████████████████████████████████████████████████████████████████▏                                                         | 719/1111 [36:07<19:38,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 65%|██████████████████████████████████████████████████████████████████████████████████████████████████████████▎                                                         | 720/1111 [36:10<19:49,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 65%|██████████████████████████████████████████████████████████████████████████████████████████████████████████▍                                                         | 721/1111 [36:13<19:56,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 65%|██████████████████████████████████████████████████████████████████████████████████████████████████████████▌                                                         | 722/1111 [36:16<20:17,  3.13s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 65%|██████████████████████████████████████████████████████████████████████████████████████████████████████████▋                                                         | 723/1111 [36:19<20:11,  3.12s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 65%|██████████████████████████████████████████████████████████████████████████████████████████████████████████▊                                                         | 724/1111 [36:23<20:11,  3.13s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 65%|███████████████████████████████████████████████████████████████████████████████████████████████████████████                                                         | 725/1111 [36:26<20:08,  3.13s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 65%|███████████████████████████████████████████████████████████████████████████████████████████████████████████▏                                                        | 726/1111 [36:29<20:10,  3.14s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 65%|███████████████████████████████████████████████████████████████████████████████████████████████████████████▎                                                        | 727/1111 [36:32<20:05,  3.14s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 66%|███████████████████████████████████████████████████████████████████████████████████████████████████████████▍                                                        | 728/1111 [36:35<19:52,  3.11s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 66%|███████████████████████████████████████████████████████████████████████████████████████████████████████████▌                                                        | 729/1111 [36:38<19:34,  3.08s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 66%|███████████████████████████████████████████████████████████████████████████████████████████████████████████▊                                                        | 730/1111 [36:41<19:14,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 66%|███████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                                        | 731/1111 [36:44<19:03,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 66%|████████████████████████████████████████████████████████████████████████████████████████████████████████████                                                        | 732/1111 [36:47<18:45,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 66%|████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                                                       | 733/1111 [36:50<18:38,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 40 unidentified points.                                                                                 

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 66%|████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                                                       | 734/1111 [36:53<18:40,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1101 nonunique points.                                                                                  

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         625 -> 436                                                                                                

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 1                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1062 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         247 -> 473                                                                                                

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         795 -> 1031                                                                                               

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1033 unidentified points.                                                                               

WARNING  * 1033 unclaimed points.                                                                                  

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 5 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 7
         -> 4                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 66%|████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                                                       | 735/1111 [36:56<19:12,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 66%|████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                                                       | 736/1111 [36:59<19:00,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 66%|████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                                                       | 737/1111 [37:02<18:52,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 66%|████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                                       | 738/1111 [37:05<18:39,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 67%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████                                                       | 739/1111 [37:08<18:28,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 67%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                                                      | 740/1111 [37:11<18:21,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 17 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 67%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                                                      | 741/1111 [37:14<18:09,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 67%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                                                      | 742/1111 [37:17<18:07,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 67%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                                                      | 743/1111 [37:19<17:57,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 67%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                                                      | 744/1111 [37:22<17:49,  2.91s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 67%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                                      | 745/1111 [37:25<17:48,  2.92s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 67%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████                                                      | 746/1111 [37:28<17:43,  2.91s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 67%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                                                     | 747/1111 [37:31<17:52,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 67%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                                                     | 748/1111 [37:34<17:58,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 67%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                                                     | 749/1111 [37:37<17:51,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 68%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                                                     | 750/1111 [37:40<17:45,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 68%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                                                     | 751/1111 [37:43<17:37,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 68%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████                                                     | 752/1111 [37:46<17:48,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 68%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                                                    | 753/1111 [37:49<17:37,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 68%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                                                    | 754/1111 [37:52<17:33,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 68%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                                                    | 755/1111 [37:55<17:26,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 68%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                                                    | 756/1111 [37:58<17:20,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 68%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                                                    | 757/1111 [38:01<17:14,  2.92s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 68%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                                    | 758/1111 [38:04<17:08,  2.91s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 68%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████                                                    | 759/1111 [38:07<17:10,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 68%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                                                   | 760/1111 [38:09<17:07,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1056 unidentified points.                                                                               

WARNING  * 1056 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 30 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 34                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 68%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                                                   | 761/1111 [38:13<17:20,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 69%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                                                   | 762/1111 [38:15<17:13,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 69%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                                                   | 763/1111 [38:18<17:14,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 69%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                                                   | 764/1111 [38:21<17:11,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 69%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                                   | 765/1111 [38:24<17:10,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 69%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████                                                   | 766/1111 [38:27<17:15,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 69%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                                                  | 767/1111 [38:30<17:12,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 69%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                                                  | 768/1111 [38:33<16:59,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 69%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                                                  | 769/1111 [38:36<17:05,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 69%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                                                  | 770/1111 [38:39<16:59,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 69%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                                                  | 771/1111 [38:42<16:55,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 69%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                                  | 772/1111 [38:45<16:47,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 70%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████                                                  | 773/1111 [38:48<16:56,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 70%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                                                 | 774/1111 [38:51<16:43,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 70%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                                                 | 775/1111 [38:54<16:35,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 70%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                                                 | 776/1111 [38:57<16:36,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 70%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                                                 | 777/1111 [39:00<16:28,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 70%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                                                 | 778/1111 [39:03<16:38,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 70%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                                 | 779/1111 [39:06<16:26,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 70%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                                                | 780/1111 [39:09<16:18,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 70%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                                                | 781/1111 [39:12<16:07,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 70%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                                                | 782/1111 [39:15<16:04,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 39 unidentified points.                                                                                 

WARNING  * 39 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  TODO: THIRD MAXIMIZER IS NOT NONE... IS THIS CORRECT???                                                   

WARNING  TODO: tip1 changed from 29 to 9...                                                                        

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 1                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 19 nonunique points.                                                                                    

WARNING  * 8 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 70%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                                                | 783/1111 [39:18<16:17,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 71%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                                                | 784/1111 [39:21<16:07,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 71%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                                | 785/1111 [39:24<16:17,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 71%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                                                | 786/1111 [39:27<16:05,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 71%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                                               | 787/1111 [39:30<16:04,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 71%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                                               | 788/1111 [39:33<15:56,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 71%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                                               | 789/1111 [39:36<15:53,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 17 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 71%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                                               | 790/1111 [39:39<15:44,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 71%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                                               | 791/1111 [39:42<15:39,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 71%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                               | 792/1111 [39:44<15:31,  2.92s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 71%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                                               | 793/1111 [39:47<15:29,  2.92s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 20 nonunique points.                                                                                    

WARNING  * 17 unidentified points.                                                                                 

WARNING  * 17 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 8
         -> 10                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 116 nonunique points.                                                                                   

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         687 -> 802                                                                                                

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING  * 110 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 27 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 71%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                                              | 794/1111 [39:51<15:45,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 72%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                                              | 795/1111 [39:53<15:32,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 72%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                                              | 796/1111 [39:56<15:29,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 44 nonunique points.                                                                                    

WARNING  * 102 unidentified points.                                                                                

WARNING  * 102 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING  * 20 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         17 -> 21                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 20 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         884 -> 136                                                                                                

WARNING  * 4 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 114 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 17 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  detected group with only 1 data points                                                                    

WARNING  * 4 unclaimed points.                                                                                     

 72%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                                              | 797/1111 [39:59<15:38,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 72%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                                              | 798/1111 [40:02<15:34,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 72%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                              | 799/1111 [40:05<15:27,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 72%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                                              | 800/1111 [40:08<15:21,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 72%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                                             | 801/1111 [40:11<15:15,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 72%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                                             | 802/1111 [40:14<15:22,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 72%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                                             | 803/1111 [40:17<15:14,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 72%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                                             | 804/1111 [40:20<15:07,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 72%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                                             | 805/1111 [40:23<15:02,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 73%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                             | 806/1111 [40:26<14:59,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 73%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                                            | 807/1111 [40:29<15:04,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 73%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                                            | 808/1111 [40:32<14:59,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 73%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                                            | 809/1111 [40:35<14:49,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 73%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                                            | 810/1111 [40:38<14:56,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1073 unidentified points.                                                                               

WARNING  * 1073 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 17                                                                                                     

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 73%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                                            | 811/1111 [40:41<15:03,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 73%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                                            | 812/1111 [40:44<14:49,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 73%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                                            | 813/1111 [40:47<14:43,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 73%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                                           | 814/1111 [40:50<14:38,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 73%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                                           | 815/1111 [40:53<14:33,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 73%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                                           | 816/1111 [40:56<14:26,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 39 unidentified points.                                                                                 

WARNING  * 39 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  TODO: THIRD MAXIMIZER IS NOT NONE... IS THIS CORRECT???                                                   

WARNING  TODO: tip1 changed from 29 to 9...                                                                        

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 1                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 19 nonunique points.                                                                                    

WARNING  * 8 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 74%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                                           | 817/1111 [40:59<14:35,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 74%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                                           | 818/1111 [41:02<14:28,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 74%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                           | 819/1111 [41:05<14:24,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 74%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                                           | 820/1111 [41:08<14:18,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 74%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                                          | 821/1111 [41:10<14:09,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 74%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                                          | 822/1111 [41:13<14:05,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 20 nonunique points.                                                                                    

WARNING  * 17 unidentified points.                                                                                 

WARNING  * 17 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 8
         -> 10                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 116 nonunique points.                                                                                   

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         687 -> 802                                                                                                

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING  * 110 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 27 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 74%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                                          | 823/1111 [41:16<14:19,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 74%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                                          | 824/1111 [41:19<14:09,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 74%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                                          | 825/1111 [41:22<14:03,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 74%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                          | 826/1111 [41:25<13:58,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 74%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                                          | 827/1111 [41:28<13:54,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 75%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                                         | 828/1111 [41:31<13:52,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 75%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                                         | 829/1111 [41:34<13:50,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 75%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                                         | 830/1111 [41:37<13:46,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 31 nonunique points.                                                                                    

WARNING  * 49 unidentified points.                                                                                 

WARNING  * 49 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 120 nonunique points.                                                                                   

WARNING  * 2 unidentified points.                                                                                  

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 47 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         270 -> 263                                                                                                

WARNING  * 2 unclaimed points.                                                                                     

 75%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                                         | 831/1111 [41:40<13:53,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 75%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                                         | 832/1111 [41:43<13:46,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 75%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                         | 833/1111 [41:46<13:39,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 291 unidentified points.                                                                                

WARNING  * 291 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 6
         -> 1                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 21 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 75%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                                         | 834/1111 [41:49<13:40,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1082 unidentified points.                                                                               

WARNING  * 1082 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 5
         -> 7                                                                                                      

WARNING  detected group with only 0 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 26 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 26 unclaimed points.                                                                                    

 75%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                                        | 835/1111 [41:52<13:48,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 75%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                                        | 836/1111 [41:55<13:38,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 31 nonunique points.                                                                                    

WARNING  * 49 unidentified points.                                                                                 

WARNING  * 49 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 120 nonunique points.                                                                                   

WARNING  * 2 unidentified points.                                                                                  

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 47 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         270 -> 263                                                                                                

WARNING  * 2 unclaimed points.                                                                                     

 75%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                                        | 837/1111 [41:58<13:46,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 8 nonunique points.                                                                                     

WARNING  * 52 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 52 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 113 unidentified points.                                                                                

WARNING  * 113 unclaimed points.                                                                                   

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 15 unidentified points.                                                                                 

WARNING  * 15 unclaimed points.                                                                                    

WARNING  *ibranch = 4                                                                                              

WARNING  * 21 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

 75%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                                        | 838/1111 [42:01<13:43,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 76%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                                        | 839/1111 [42:04<13:31,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 76%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                        | 840/1111 [42:07<13:23,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 76%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                                       | 841/1111 [42:10<13:20,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 76%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                                       | 842/1111 [42:13<13:25,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 76%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                                       | 843/1111 [42:16<13:14,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 76%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                                       | 844/1111 [42:19<13:09,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 76%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                                       | 845/1111 [42:22<13:00,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 76%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                       | 846/1111 [42:24<12:52,  2.92s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 76%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                                       | 847/1111 [42:27<12:50,  2.92s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 164 nonunique points.                                                                                   

WARNING  * 114 unidentified points.                                                                                

WARNING  * 114 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING  * 12 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 20 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         58 -> 125                                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 3 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 17 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 115 unidentified points.                                                                                

WARNING  * 115 unclaimed points.                                                                                   

 76%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                                      | 848/1111 [42:30<12:58,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 76%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                                      | 849/1111 [42:33<12:49,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 77%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                                      | 850/1111 [42:36<12:42,  2.92s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1082 unidentified points.                                                                               

WARNING  * 1082 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 5
         -> 7                                                                                                      

WARNING  detected group with only 0 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 26 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 26 unclaimed points.                                                                                    

 77%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                                      | 851/1111 [42:39<12:58,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 77%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                                      | 852/1111 [42:42<12:53,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 77%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                      | 853/1111 [42:45<12:57,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 77%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                                      | 854/1111 [42:48<12:49,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 77%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                                     | 855/1111 [42:51<12:43,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 77%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                                     | 856/1111 [42:54<12:45,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 77%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                                     | 857/1111 [42:57<12:42,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 77%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                                     | 858/1111 [43:00<12:40,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1082 unidentified points.                                                                               

WARNING  * 1082 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 5
         -> 7                                                                                                      

WARNING  detected group with only 0 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 26 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 26 unclaimed points.                                                                                    

 77%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                                     | 859/1111 [43:03<12:43,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 77%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                     | 860/1111 [43:06<12:36,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 77%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                                     | 861/1111 [43:09<12:32,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 78%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                                    | 862/1111 [43:13<12:34,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1082 unidentified points.                                                                               

WARNING  * 1082 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 5
         -> 7                                                                                                      

WARNING  detected group with only 0 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 26 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 26 unclaimed points.                                                                                    

 78%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                                    | 863/1111 [43:16<12:35,  3.05s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 78%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                                    | 864/1111 [43:19<12:22,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 78%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                                    | 865/1111 [43:22<12:19,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 39 unidentified points.                                                                                 

WARNING  * 39 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  TODO: THIRD MAXIMIZER IS NOT NONE... IS THIS CORRECT???                                                   

WARNING  TODO: tip1 changed from 29 to 9...                                                                        

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 1                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 19 nonunique points.                                                                                    

WARNING  * 8 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 78%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                                    | 866/1111 [43:25<12:25,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 78%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                    | 867/1111 [43:28<12:16,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 78%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                                   | 868/1111 [43:31<12:10,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 78%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                                   | 869/1111 [43:34<12:04,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 78%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                                   | 870/1111 [43:37<12:10,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 78%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                                   | 871/1111 [43:40<11:57,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 78%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                                   | 872/1111 [43:42<11:47,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 79%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                                   | 873/1111 [43:45<11:43,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 79%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                                   | 874/1111 [43:48<11:37,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 79%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                                  | 875/1111 [43:51<11:35,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 79%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                                  | 876/1111 [43:54<11:33,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 79%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                                  | 877/1111 [43:57<11:27,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 79%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                                  | 878/1111 [44:00<11:24,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 79%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                                  | 879/1111 [44:03<11:30,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 39 unidentified points.                                                                                 

WARNING  * 39 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  TODO: THIRD MAXIMIZER IS NOT NONE... IS THIS CORRECT???                                                   

WARNING  TODO: tip1 changed from 29 to 9...                                                                        

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 1                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 19 nonunique points.                                                                                    

WARNING  * 8 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 79%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                  | 880/1111 [44:06<11:34,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 79%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                                  | 881/1111 [44:09<11:30,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 79%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                                 | 882/1111 [44:12<11:20,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 79%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                                 | 883/1111 [44:15<11:15,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 30 nonunique points.                                                                                    

WARNING  * 7 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 80%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                                 | 884/1111 [44:18<11:16,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 80%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                                 | 885/1111 [44:21<11:08,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 80%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                                 | 886/1111 [44:24<11:04,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 80%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                 | 887/1111 [44:27<10:57,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 80%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                                 | 888/1111 [44:30<10:53,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 80%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                                | 889/1111 [44:33<10:58,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 80%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                                | 890/1111 [44:36<10:53,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 80%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                                | 891/1111 [44:39<10:49,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 80%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                                | 892/1111 [44:42<10:43,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 80%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                                | 893/1111 [44:45<10:39,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 80%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                                | 894/1111 [44:47<10:36,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 81%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                                | 895/1111 [44:50<10:33,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 81%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                               | 896/1111 [44:53<10:30,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 81%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                               | 897/1111 [44:56<10:28,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 164 nonunique points.                                                                                   

WARNING  * 114 unidentified points.                                                                                

WARNING  * 114 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING  * 12 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 20 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         58 -> 125                                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 3 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 17 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 115 unidentified points.                                                                                

WARNING  * 115 unclaimed points.                                                                                   

 81%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                               | 898/1111 [44:59<10:29,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 81%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                               | 899/1111 [45:02<10:21,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 81%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                               | 900/1111 [45:05<10:17,  2.92s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 81%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                               | 901/1111 [45:08<10:11,  2.91s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 81%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                              | 902/1111 [45:11<10:12,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 81%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                              | 903/1111 [45:14<10:07,  2.92s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 81%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                              | 904/1111 [45:17<10:02,  2.91s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 81%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                              | 905/1111 [45:20<10:00,  2.91s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 82%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                              | 906/1111 [45:23<09:59,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 82%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                              | 907/1111 [45:25<09:56,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 82%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                              | 908/1111 [45:28<09:55,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 82%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                             | 909/1111 [45:31<09:50,  2.92s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 82%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                             | 910/1111 [45:34<09:44,  2.91s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 82%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                             | 911/1111 [45:37<09:51,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 82%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                             | 912/1111 [45:40<09:44,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 82%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                             | 913/1111 [45:43<09:42,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 82%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                             | 914/1111 [45:46<09:39,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 82%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                             | 915/1111 [45:49<09:36,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 82%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                            | 916/1111 [45:52<09:30,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 83%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                            | 917/1111 [45:55<09:38,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 83%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                            | 918/1111 [45:58<09:31,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 30 nonunique points.                                                                                    

WARNING  * 7 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 83%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                            | 919/1111 [46:01<09:25,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 83%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                            | 920/1111 [46:04<09:19,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 83%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                            | 921/1111 [46:07<09:16,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1073 unidentified points.                                                                               

WARNING  * 1073 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 17                                                                                                     

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 83%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                            | 922/1111 [46:10<09:24,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 83%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                           | 923/1111 [46:13<09:17,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 83%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                           | 924/1111 [46:16<09:11,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 83%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                           | 925/1111 [46:19<09:05,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 83%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                           | 926/1111 [46:21<09:01,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 83%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                           | 927/1111 [46:24<08:57,  2.92s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 84%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                           | 928/1111 [46:27<08:57,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1073 unidentified points.                                                                               

WARNING  * 1073 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 5 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 0 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 4
         -> 0                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 15 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 79 unidentified points.                                                                                 

WARNING  * 79 unclaimed points.                                                                                    

 84%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                          | 929/1111 [46:30<08:57,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 13 nonunique points.                                                                                    

WARNING  * 11 unidentified points.                                                                                 

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         637 -> 953                                                                                                

WARNING  * 11 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1054 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      partitioning converged: ibranch = 3                                                                   

 84%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                          | 930/1111 [46:33<09:00,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 84%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                          | 931/1111 [46:36<08:56,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 84%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                          | 932/1111 [46:39<08:48,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 84%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                          | 933/1111 [46:42<08:51,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 84%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                          | 934/1111 [46:45<08:42,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 84%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                          | 935/1111 [46:48<08:38,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 84%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                         | 936/1111 [46:51<08:34,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 84%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                         | 937/1111 [46:54<08:32,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 84%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                         | 938/1111 [46:57<08:34,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 85%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                         | 939/1111 [47:00<08:30,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 85%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                         | 940/1111 [47:03<08:23,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 85%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                         | 941/1111 [47:06<08:24,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 85%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                         | 942/1111 [47:09<08:26,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 112 unidentified points.                                                                                

WARNING  * 112 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 485 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         110 -> 564                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 184 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         167 -> 464                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 85%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                        | 943/1111 [47:12<08:17,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1082 unidentified points.                                                                               

WARNING  * 1082 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 5
         -> 7                                                                                                      

WARNING  detected group with only 0 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 26 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 26 unclaimed points.                                                                                    

 85%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                        | 944/1111 [47:15<08:20,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 31 nonunique points.                                                                                    

WARNING  * 49 unidentified points.                                                                                 

WARNING  * 49 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 120 nonunique points.                                                                                   

WARNING  * 2 unidentified points.                                                                                  

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 47 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         270 -> 263                                                                                                

WARNING  * 2 unclaimed points.                                                                                     

 85%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                        | 945/1111 [47:18<08:21,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 85%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                        | 946/1111 [47:21<08:13,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 85%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                        | 947/1111 [47:24<08:07,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 85%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                        | 948/1111 [47:27<08:03,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 85%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                        | 949/1111 [47:30<08:00,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 86%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                       | 950/1111 [47:33<07:55,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 86%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                       | 951/1111 [47:36<07:51,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 86%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                       | 952/1111 [47:39<07:49,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 86%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                       | 953/1111 [47:41<07:42,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 86%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                       | 954/1111 [47:44<07:39,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1101 nonunique points.                                                                                  

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         625 -> 436                                                                                                

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 1                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1062 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         247 -> 473                                                                                                

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         795 -> 1031                                                                                               

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1033 unidentified points.                                                                               

WARNING  * 1033 unclaimed points.                                                                                  

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 5 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 7
         -> 4                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 86%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                       | 955/1111 [47:48<07:52,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 86%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                       | 956/1111 [47:51<07:55,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 86%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                      | 957/1111 [47:54<07:56,  3.09s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 86%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                      | 958/1111 [47:57<07:55,  3.11s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1073 unidentified points.                                                                               

WARNING  * 1073 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 17                                                                                                     

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 86%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                      | 959/1111 [48:00<07:52,  3.11s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 86%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                      | 960/1111 [48:03<07:41,  3.05s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 86%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                      | 961/1111 [48:06<07:41,  3.08s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 87%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                      | 962/1111 [48:09<07:31,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 87%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                     | 963/1111 [48:12<07:23,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 87%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                     | 964/1111 [48:15<07:20,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 87%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                     | 965/1111 [48:18<07:16,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 8 nonunique points.                                                                                     

WARNING  * 52 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 52 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 113 unidentified points.                                                                                

WARNING  * 113 unclaimed points.                                                                                   

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 15 unidentified points.                                                                                 

WARNING  * 15 unclaimed points.                                                                                    

WARNING  *ibranch = 4                                                                                              

WARNING  * 21 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

 87%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                     | 966/1111 [48:21<07:16,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 87%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                     | 967/1111 [48:24<07:13,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 87%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                     | 968/1111 [48:27<07:10,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 87%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                     | 969/1111 [48:30<07:06,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 31 nonunique points.                                                                                    

WARNING  * 49 unidentified points.                                                                                 

WARNING  * 49 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 120 nonunique points.                                                                                   

WARNING  * 2 unidentified points.                                                                                  

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 47 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         270 -> 263                                                                                                

WARNING  * 2 unclaimed points.                                                                                     

 87%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                    | 970/1111 [48:33<07:08,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 87%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                    | 971/1111 [48:36<07:06,  3.05s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 87%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                    | 972/1111 [48:39<07:05,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 8 nonunique points.                                                                                     

WARNING  * 52 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 52 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 113 unidentified points.                                                                                

WARNING  * 113 unclaimed points.                                                                                   

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 15 unidentified points.                                                                                 

WARNING  * 15 unclaimed points.                                                                                    

WARNING  *ibranch = 4                                                                                              

WARNING  * 21 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

 88%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                    | 973/1111 [48:42<07:04,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 88%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                    | 974/1111 [48:45<06:58,  3.05s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 88%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                    | 975/1111 [48:49<06:57,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 88%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                    | 976/1111 [48:52<06:58,  3.10s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 88%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                   | 977/1111 [48:55<06:54,  3.09s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 88%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                   | 978/1111 [48:58<06:53,  3.11s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 88%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                   | 979/1111 [49:01<06:48,  3.09s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 88%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                   | 980/1111 [49:04<06:41,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 88%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                   | 981/1111 [49:07<06:33,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1073 unidentified points.                                                                               

WARNING  * 1073 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 17                                                                                                     

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 88%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                   | 982/1111 [49:10<06:35,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 88%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                   | 983/1111 [49:13<06:28,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 89%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                  | 984/1111 [49:16<06:23,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 89%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                  | 985/1111 [49:19<06:18,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 89%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                  | 986/1111 [49:22<06:15,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 89%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                  | 987/1111 [49:25<06:12,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 31 nonunique points.                                                                                    

WARNING  * 49 unidentified points.                                                                                 

WARNING  * 49 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 120 nonunique points.                                                                                   

WARNING  * 2 unidentified points.                                                                                  

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 47 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         270 -> 263                                                                                                

WARNING  * 2 unclaimed points.                                                                                     

 89%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                  | 988/1111 [49:28<06:13,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 89%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                  | 989/1111 [49:31<06:08,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1056 unidentified points.                                                                               

WARNING  * 1056 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 30 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 34                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 89%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                 | 990/1111 [49:34<06:07,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 89%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                 | 991/1111 [49:37<06:00,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 89%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                 | 992/1111 [49:40<05:56,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 89%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌                 | 993/1111 [49:43<05:51,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1101 nonunique points.                                                                                  

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         625 -> 436                                                                                                

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 1                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1062 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         247 -> 473                                                                                                

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         795 -> 1031                                                                                               

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1033 unidentified points.                                                                               

WARNING  * 1033 unclaimed points.                                                                                  

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 5 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 7
         -> 4                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 89%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                 | 994/1111 [49:46<05:58,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 90%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉                 | 995/1111 [49:49<05:50,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 90%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                 | 996/1111 [49:52<05:49,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 90%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏                | 997/1111 [49:55<05:44,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1082 unidentified points.                                                                               

WARNING  * 1082 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 5
         -> 7                                                                                                      

WARNING  detected group with only 0 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 26 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 26 unclaimed points.                                                                                    

 90%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎                | 998/1111 [49:58<05:43,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 90%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍                | 999/1111 [50:01<05:36,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 90%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋                | 1000/1111 [50:04<05:31,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 90%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊                | 1001/1111 [50:07<05:25,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 90%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████                | 1002/1111 [50:10<05:22,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 90%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏               | 1003/1111 [50:13<05:20,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 30 nonunique points.                                                                                    

WARNING  * 7 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 90%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎               | 1004/1111 [50:16<05:15,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 90%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍               | 1005/1111 [50:19<05:12,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 91%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌               | 1006/1111 [50:22<05:09,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 91%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋               | 1007/1111 [50:25<05:06,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 91%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉               | 1008/1111 [50:28<05:04,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 91%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████               | 1009/1111 [50:31<05:01,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 91%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏              | 1010/1111 [50:34<05:03,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 31 nonunique points.                                                                                    

WARNING  * 49 unidentified points.                                                                                 

WARNING  * 49 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 120 nonunique points.                                                                                   

WARNING  * 2 unidentified points.                                                                                  

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 47 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         270 -> 263                                                                                                

WARNING  * 2 unclaimed points.                                                                                     

 91%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎              | 1011/1111 [50:37<05:01,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 91%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍              | 1012/1111 [50:40<04:56,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 91%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌              | 1013/1111 [50:43<04:54,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 91%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊              | 1014/1111 [50:46<04:48,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 91%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉              | 1015/1111 [50:49<04:44,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1082 unidentified points.                                                                               

WARNING  * 1082 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 5
         -> 7                                                                                                      

WARNING  detected group with only 0 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 26 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 26 unclaimed points.                                                                                    

 91%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████              | 1016/1111 [50:52<04:45,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 763 unidentified points.                                                                                

WARNING  * 763 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         10 -> 15                                                                                                  

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 233 unidentified points.                                                                                

WARNING  * 233 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 52 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         49 -> 21                                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         13 -> 54                                                                                                  

WARNING  * 0 unclaimed points.                                                                                     

 92%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏             | 1017/1111 [50:55<04:38,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 92%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎             | 1018/1111 [50:58<04:35,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 92%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌             | 1019/1111 [51:01<04:31,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 92%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋             | 1020/1111 [51:04<04:27,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 92%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊             | 1021/1111 [51:06<04:23,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 92%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉             | 1022/1111 [51:09<04:19,  2.92s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 92%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████             | 1023/1111 [51:12<04:16,  2.92s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 92%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏            | 1024/1111 [51:15<04:14,  2.93s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 92%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍            | 1025/1111 [51:18<04:12,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 92%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌            | 1026/1111 [51:21<04:09,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1082 unidentified points.                                                                               

WARNING  * 1082 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 5
         -> 7                                                                                                      

WARNING  detected group with only 0 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 26 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 26 unclaimed points.                                                                                    

 92%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋            | 1027/1111 [51:24<04:11,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 93%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊            | 1028/1111 [51:27<04:08,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 93%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉            | 1029/1111 [51:30<04:03,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 93%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████            | 1030/1111 [51:33<03:59,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 93%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎           | 1031/1111 [51:36<03:58,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 93%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍           | 1032/1111 [51:39<03:55,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 93%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌           | 1033/1111 [51:42<03:56,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 93%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋           | 1034/1111 [51:45<03:55,  3.05s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 93%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊           | 1035/1111 [51:48<03:52,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1100 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 93%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉           | 1036/1111 [51:51<03:47,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 30 nonunique points.                                                                                    

WARNING  * 7 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 93%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏          | 1037/1111 [51:54<03:42,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 93%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎          | 1038/1111 [51:57<03:38,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 94%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍          | 1039/1111 [52:00<03:35,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 94%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌          | 1040/1111 [52:03<03:31,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 94%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋          | 1041/1111 [52:06<03:27,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 94%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉          | 1042/1111 [52:09<03:26,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1082 unidentified points.                                                                               

WARNING  * 1082 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 5
         -> 7                                                                                                      

WARNING  detected group with only 0 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 26 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 26 unclaimed points.                                                                                    

 94%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████          | 1043/1111 [52:12<03:28,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 94%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏         | 1044/1111 [52:15<03:22,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 20 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 94%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎         | 1045/1111 [52:18<03:19,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 94%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍         | 1046/1111 [52:21<03:16,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 94%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌         | 1047/1111 [52:24<03:13,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 94%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊         | 1048/1111 [52:27<03:09,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 94%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉         | 1049/1111 [52:30<03:05,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 95%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████         | 1050/1111 [52:33<03:02,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 95%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏        | 1051/1111 [52:36<02:57,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 95%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎        | 1052/1111 [52:39<02:54,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 95%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍        | 1053/1111 [52:42<02:51,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 95%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋        | 1054/1111 [52:45<02:50,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1082 unidentified points.                                                                               

WARNING  * 1082 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 5
         -> 7                                                                                                      

WARNING  detected group with only 0 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 26 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 26 unclaimed points.                                                                                    

 95%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊        | 1055/1111 [52:48<02:51,  3.07s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 95%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉        | 1056/1111 [52:51<02:47,  3.05s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 95%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████        | 1057/1111 [52:54<02:43,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 164 nonunique points.                                                                                   

WARNING  * 114 unidentified points.                                                                                

WARNING  * 114 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING  * 12 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 20 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         58 -> 125                                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 3 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 17 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 115 unidentified points.                                                                                

WARNING  * 115 unclaimed points.                                                                                   

 95%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏       | 1058/1111 [52:57<02:40,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 95%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎       | 1059/1111 [53:00<02:35,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 40 unidentified points.                                                                                 

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 95%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌       | 1060/1111 [53:03<02:31,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 95%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋       | 1061/1111 [53:06<02:29,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 96%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊       | 1062/1111 [53:09<02:25,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 96%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉       | 1063/1111 [53:12<02:21,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 96%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████       | 1064/1111 [53:15<02:18,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 96%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎      | 1065/1111 [53:18<02:15,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 31 nonunique points.                                                                                    

WARNING  * 49 unidentified points.                                                                                 

WARNING  * 49 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 120 nonunique points.                                                                                   

WARNING  * 2 unidentified points.                                                                                  

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 47 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         270 -> 263                                                                                                

WARNING  * 2 unclaimed points.                                                                                     

 96%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍      | 1066/1111 [53:21<02:14,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 96%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌      | 1067/1111 [53:24<02:11,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 96%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋      | 1068/1111 [53:27<02:09,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 31 nonunique points.                                                                                    

WARNING  * 49 unidentified points.                                                                                 

WARNING  * 49 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 120 nonunique points.                                                                                   

WARNING  * 2 unidentified points.                                                                                  

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 47 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         270 -> 263                                                                                                

WARNING  * 2 unclaimed points.                                                                                     

 96%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊      | 1069/1111 [53:30<02:07,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 96%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉      | 1070/1111 [53:33<02:04,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 96%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏     | 1071/1111 [53:36<02:02,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 96%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎     | 1072/1111 [53:39<01:57,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 97%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍     | 1073/1111 [53:42<01:53,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 38 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 97%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌     | 1074/1111 [53:45<01:49,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 97%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋     | 1075/1111 [53:48<01:45,  2.94s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 164 nonunique points.                                                                                   

WARNING  * 114 unidentified points.                                                                                

WARNING  * 114 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING  * 12 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 20 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         58 -> 125                                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 3 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 17 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 115 unidentified points.                                                                                

WARNING  * 115 unclaimed points.                                                                                   

 97%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊     | 1076/1111 [53:51<01:44,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1082 unidentified points.                                                                               

WARNING  * 1082 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 5
         -> 7                                                                                                      

WARNING  detected group with only 0 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 26 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 26 unclaimed points.                                                                                    

 97%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████     | 1077/1111 [53:54<01:43,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 97%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏    | 1078/1111 [53:57<01:40,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 97%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎    | 1079/1111 [54:00<01:36,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 97%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍    | 1080/1111 [54:03<01:32,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 97%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌    | 1081/1111 [54:06<01:30,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 97%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋    | 1082/1111 [54:09<01:27,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 97%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉    | 1083/1111 [54:12<01:24,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 98%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████    | 1084/1111 [54:15<01:21,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 98%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏   | 1085/1111 [54:18<01:17,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 98%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎   | 1086/1111 [54:21<01:13,  2.95s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1082 unidentified points.                                                                               

WARNING  * 1082 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 5
         -> 7                                                                                                      

WARNING  detected group with only 0 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 26 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 26 unclaimed points.                                                                                    

 98%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍   | 1087/1111 [54:24<01:11,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 98%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋   | 1088/1111 [54:27<01:08,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 98%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊   | 1089/1111 [54:30<01:05,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 98%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉   | 1090/1111 [54:33<01:02,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 98%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████   | 1091/1111 [54:36<00:59,  2.96s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 98%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏  | 1092/1111 [54:39<00:56,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1082 unidentified points.                                                                               

WARNING  * 1082 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 5
         -> 7                                                                                                      

WARNING  detected group with only 0 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 26 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 26 unclaimed points.                                                                                    

 98%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎  | 1093/1111 [54:42<00:54,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 98%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌  | 1094/1111 [54:45<00:51,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 99%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋  | 1095/1111 [54:48<00:48,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 39 unidentified points.                                                                                 

WARNING  * 39 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  TODO: THIRD MAXIMIZER IS NOT NONE... IS THIS CORRECT???                                                   

WARNING  TODO: tip1 changed from 29 to 9...                                                                        

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 1                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 19 nonunique points.                                                                                    

WARNING  * 8 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 99%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊  | 1096/1111 [54:51<00:45,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 99%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉  | 1097/1111 [54:54<00:41,  3.00s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1078 unidentified points.                                                                               

WARNING  * 1078 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 11 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 1036 nonunique points.                                                                                  

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         924 -> 280                                                                                                

WARNING  * 0 unclaimed points.                                                                                     

 99%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████  | 1098/1111 [54:57<00:39,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1082 unidentified points.                                                                               

WARNING  * 1082 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 5
         -> 7                                                                                                      

WARNING  detected group with only 0 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 26 unidentified points.                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 26 unclaimed points.                                                                                    

 99%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏ | 1099/1111 [55:00<00:36,  3.03s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 99%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍ | 1100/1111 [55:03<00:32,  2.99s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 99%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌ | 1101/1111 [55:06<00:29,  2.98s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 99%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋ | 1102/1111 [55:09<00:26,  2.97s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

 99%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊ | 1103/1111 [55:12<00:24,  3.02s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

 99%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉ | 1104/1111 [55:15<00:21,  3.01s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 9 nonunique points.                                                                                     

WARNING  * 39 unidentified points.                                                                                 

WARNING  * 39 unclaimed points.                                                                                    

WARNING  *ibranch = 1                                                                                              

WARNING  TODO: THIRD MAXIMIZER IS NOT NONE... IS THIS CORRECT???                                                   

WARNING  TODO: tip1 changed from 29 to 9...                                                                        

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 1                                                                                                      

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 19 nonunique points.                                                                                    

WARNING  * 8 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

 99%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████ | 1105/1111 [55:18<00:18,  3.08s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 164 nonunique points.                                                                                   

WARNING  * 114 unidentified points.                                                                                

WARNING  * 114 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING  * 12 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 20 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         58 -> 125                                                                                                 

WARNING  detected group with only 1 data points                                                                    

WARNING  * 3 unclaimed points.                                                                                     

WARNING  *ibranch = 3                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 17 nonunique points.                                                                                    

WARNING  * 3 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 4                                                                                              

WARNING  * 7 nonunique points.                                                                                     

WARNING  * 115 unidentified points.                                                                                

WARNING  * 115 unclaimed points.                                                                                   

100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎| 1106/1111 [55:22<00:15,  3.10s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1073 unidentified points.                                                                               

WARNING  * 1073 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 2
         -> 17                                                                                                     

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 18 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍| 1107/1111 [55:25<00:12,  3.12s/it]

WARNING  *ibranch = 0                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 77 nonunique points.                                                                                    

WARNING  * 204 unidentified points.                                                                                

WARNING  * 204 unclaimed points.                                                                                   

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 90 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment:  
         71 -> 85                                                                                                  

WARNING  detected group with only 1 data points                                                                    

WARNING  * 0 unclaimed points.                                                                                     

WARNING  *ibranch = 2                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 682 nonunique points.                                                                                   

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING  * 2 nonunique points.                                                                                     

WARNING  * 134 unidentified points.                                                                                

WARNING  * 134 unclaimed points.                                                                                   

WARNING  *ibranch = 4                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 1 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌| 1108/1111 [55:28<00:09,  3.05s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋| 1109/1111 [55:31<00:06,  3.06s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  * 0 nonunique points.                                                                                     

WARNING  * 1052 unidentified points.                                                                               

WARNING  * 1052 unclaimed points.                                                                                  

WARNING  *ibranch = 1                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 6 nonunique points.                                                                                     

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 2                                                                                              

WARNING  * 10 nonunique points.                                                                                    

WARNING  * 0 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 3                                                                                              

WARNING      is root itself, never obtain significant correlation                                                  

WARNING  * 23 nonunique points.                                                                                    

WARNING  * 2 unidentified points.                                                                                  

WARNING  tip is no longer in the unique branched sub-segment, update tip to its nearest point in the new segment: 0
         -> 27                                                                                                     

WARNING  detected group with only 1 data points                                                                    

WARNING  * 2 unclaimed points.                                                                                     

WARNING  *ibranch = 4                                                                                              

WARNING  * 4 nonunique points.                                                                                     

WARNING  * 190 unidentified points.                                                                                

WARNING  * 190 unclaimed points.                                                                                   

100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊| 1110/1111 [55:34<00:03,  3.04s/it]

WARNING  *ibranch = 0                                                                                              

WARNING  segment is more than 95\% correlated.                                                                     

WARNING  * 24 nonunique points.                                                                                    

WARNING  * 4 unidentified points.                                                                                  

WARNING  Unique segment is empty, removing from consideration and no branching performed.                          

WARNING  No unique branch detected - removed from consideration.                                                   

WARNING  No further branching occured at this iteration.                                                           

WARNING  *ibranch = 1                                                                                              

WARNING      partitioning converged: ibranch = 1                                                                   

100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 1111/1111 [55:37<00:00,  3.00s/it]

print(*[k.name for k in outdir.iterdir()], sep='\n')

wass_dist_observation_pairwise_1hop_nbhd_profiles_t0_without_self.csv
immune3_kegg_net_co_tracker.csv
euc_dist_observation_pairwise_1hop_nbhd_profiles_t0_with_self.csv

co_tracker = co_tracker.rename(columns=dict(zip(range(keeper.num_observations), keeper.observation_labels)),
                               index=dict(zip(range(keeper.num_observations), keeper.observation_labels)))

co_tracker.to_csv(outdir / 'immune3_kegg_net_co_tracker.csv', header=True, index=True)

co_tracker = pd.read_csv(outdir / 'immune3_kegg_net_co_tracker.csv', header=0, index_col=0)

cm = sns.clustermap(co_tracker,cmap='gist_ncar',
                    row_colors=row_colors, col_colors=row_colors)
../../_images/3ea501b000bdf1d63c2d021754fb099305d5363ca922e0e872a3583280f8ed9f.png 
r = []
mx = co_tracker.max().max()
for percentage in range(101):
    thresh = np.floor(mx * percentage / 100)
    clusters = co_tracker.apply(lambda x: tuple(sorted(set([x.name] + x.index[x>=thresh].tolist()))), result_type='reduce')
    r.append(len(set(clusters.values) - set([tuple()])))
    
plt.plot(list(range(101)), r, '-o')

[<matplotlib.lines.Line2D at 0x7fe66ae2ee20>]
../../_images/ffa873b38664e37741c61ac1f3eabdf15639fbc26fa3980cb8c54115e09f5f39.png 
a==b

True

b = set()
for x in components_for_removal:
    for k in x:
        b = b | set(G_clusters.nodes[k]['members'])
        
print(len(b))

52

min_clus_component_size = 4 # 1 <= min_clus_component_size <= max size of all connected cluster-components (only remove clusters if the connected component it belongs to has a total number data points that is fewer than ``min_island_clus_size`` members
percentage = 91 # 0 < percentage <= 100
mx = co_tracker.max().max()
thresh = np.floor(mx * percentage / 100)
print(thresh)

# clusters = set()
clusters = co_tracker.apply(lambda x: tuple(sorted(set([x.name] + x.index[x>=thresh].tolist()))), result_type='reduce')
print(clusters.shape)
clusters = list(set(clusters.values) - set([tuple()]))
print(len(clusters))
# clusters = [k for k in clusters if len(k) >= min_clus_size]
# print(len(clusters))
# print(f"Total of {len(set(itertools.chain(*clusters)))} data points among {len(clusters)} clusters.")

E_cluster = []
G_clusters = nx.Graph()

for ix_a, clus_a in enumerate(clusters):
    if ix_a not in G_clusters:
        G_clusters.add_node(ix_a, 
                            members=clus_a, 
                            n_members=len(clus_a))
    for ix_b, clus_b in enumerate(clusters[ix_a+1:], start=ix_a+1):
        if ix_b not in G_clusters:
            G_clusters.add_node(ix_b, 
                                members=clus_b, 
                                n_members=len(clus_b))
        overlap = len(set(clus_a) & set(clus_b))
        if overlap > 0:            
            G_clusters.add_edge(ix_a, ix_b, 
                                overlap=overlap, 
                                avg_overlap_proportion=0.5*(overlap/len(clus_a) + overlap/len(clus_b)))

print(G_clusters)


# clusters_for_removal = [k for k in G_clusters if (G_clusters.degree(k) == 0) and (G_clusters.nodes[k]['n_members'] < min_island_clus_size)]
components_for_removal = [x for x in nx.connected_components(G_clusters) if len(set(itertools.chain(*[G_clusters.nodes[k]['members'] for k in x]))) < min_clus_component_size]
clusters_for_removal = list(set(itertools.chain(*components_for_removal)))

G_clusters.remove_nodes_from(clusters_for_removal)
print(G_clusters)

print(f"Total of {len(set(itertools.chain(*nx.get_node_attributes(G_clusters, 'members').values())))} data points among {G_clusters.number_of_nodes()} clusters with {G_clusters.number_of_edges()} overlaps.")
# clusters = [k for k in clusters if len(k) >= min_clus_size]
# print(len(clusters))
# print(f"Total of {len(set(itertools.chain(*clusters)))} data points among {len(clusters)} clusters.")

1011.0
(1111,)
69
Graph with 69 nodes and 28 edges
Graph with 38 nodes and 25 edges
Total of 1059 data points among 38 clusters with 25 overlaps.

# pos_clusters = nx.layout.kamada_kawai_layout(G_clusters)
pos_clusters = nx.layout.spring_layout(G_clusters, k=.47) # None # 

help(nx.draw_networkx)

Help on function draw_networkx in module networkx.drawing.nx_pylab:

draw_networkx(G, pos=None, arrows=None, with_labels=True, **kwds)
    Draw the graph G using Matplotlib.
    
    Draw the graph with Matplotlib with options for node positions,
    labeling, titles, and many other drawing features.
    See draw() for simple drawing without labels or axes.
    
    Parameters
    ----------
    G : graph
        A networkx graph
    
    pos : dictionary, optional
        A dictionary with nodes as keys and positions as values.
        If not specified a spring layout positioning will be computed.
        See :py:mod:`networkx.drawing.layout` for functions that
        compute node positions.
    
    arrows : bool or None, optional (default=None)
        If `None`, directed graphs draw arrowheads with
        `~matplotlib.patches.FancyArrowPatch`, while undirected graphs draw edges
        via `~matplotlib.collections.LineCollection` for speed.
        If `True`, draw arrowheads with FancyArrowPatches (bendable and stylish).
        If `False`, draw edges using LineCollection (linear and fast).
        For directed graphs, if True draw arrowheads.
        Note: Arrows will be the same color as edges.
    
    arrowstyle : str (default='-\|>' for directed graphs)
        For directed graphs, choose the style of the arrowsheads.
        For undirected graphs default to '-'
    
        See `matplotlib.patches.ArrowStyle` for more options.
    
    arrowsize : int or list (default=10)
        For directed graphs, choose the size of the arrow head's length and
        width. A list of values can be passed in to assign a different size for arrow head's length and width.
        See `matplotlib.patches.FancyArrowPatch` for attribute `mutation_scale`
        for more info.
    
    with_labels :  bool (default=True)
        Set to True to draw labels on the nodes.
    
    ax : Matplotlib Axes object, optional
        Draw the graph in the specified Matplotlib axes.
    
    nodelist : list (default=list(G))
        Draw only specified nodes
    
    edgelist : list (default=list(G.edges()))
        Draw only specified edges
    
    node_size : scalar or array (default=300)
        Size of nodes.  If an array is specified it must be the
        same length as nodelist.
    
    node_color : color or array of colors (default='#1f78b4')
        Node color. Can be a single color or a sequence of colors with the same
        length as nodelist. Color can be string or rgb (or rgba) tuple of
        floats from 0-1. If numeric values are specified they will be
        mapped to colors using the cmap and vmin,vmax parameters. See
        matplotlib.scatter for more details.
    
    node_shape :  string (default='o')
        The shape of the node.  Specification is as matplotlib.scatter
        marker, one of 'so^>v<dph8'.
    
    alpha : float or None (default=None)
        The node and edge transparency
    
    cmap : Matplotlib colormap, optional
        Colormap for mapping intensities of nodes
    
    vmin,vmax : float, optional
        Minimum and maximum for node colormap scaling
    
    linewidths : scalar or sequence (default=1.0)
        Line width of symbol border
    
    width : float or array of floats (default=1.0)
        Line width of edges
    
    edge_color : color or array of colors (default='k')
        Edge color. Can be a single color or a sequence of colors with the same
        length as edgelist. Color can be string or rgb (or rgba) tuple of
        floats from 0-1. If numeric values are specified they will be
        mapped to colors using the edge_cmap and edge_vmin,edge_vmax parameters.
    
    edge_cmap : Matplotlib colormap, optional
        Colormap for mapping intensities of edges
    
    edge_vmin,edge_vmax : floats, optional
        Minimum and maximum for edge colormap scaling
    
    style : string (default=solid line)
        Edge line style e.g.: '-', '--', '-.', ':'
        or words like 'solid' or 'dashed'.
        (See `matplotlib.patches.FancyArrowPatch`: `linestyle`)
    
    labels : dictionary (default=None)
        Node labels in a dictionary of text labels keyed by node
    
    font_size : int (default=12 for nodes, 10 for edges)
        Font size for text labels
    
    font_color : string (default='k' black)
        Font color string
    
    font_weight : string (default='normal')
        Font weight
    
    font_family : string (default='sans-serif')
        Font family
    
    label : string, optional
        Label for graph legend
    
    kwds : optional keywords
        See networkx.draw_networkx_nodes(), networkx.draw_networkx_edges(), and
        networkx.draw_networkx_labels() for a description of optional keywords.
    
    Notes
    -----
    For directed graphs, arrows  are drawn at the head end.  Arrows can be
    turned off with keyword arrows=False.
    
    Examples
    --------
    >>> G = nx.dodecahedral_graph()
    >>> nx.draw(G)
    >>> nx.draw(G, pos=nx.spring_layout(G))  # use spring layout
    
    >>> import matplotlib.pyplot as plt
    >>> limits = plt.axis("off")  # turn off axis
    
    Also see the NetworkX drawing examples at
    https://networkx.org/documentation/latest/auto_examples/index.html
    
    See Also
    --------
    draw
    draw_networkx_nodes
    draw_networkx_edges
    draw_networkx_labels
    draw_networkx_edge_labels

G_clusters.edges[(7,18)]

{'overlap': 29, 'avg_overlap_proportion': 0.737719298245614}

fig, ax = plt.subplots(1, 1, figsize=(11,10))
# pos = None
# pos = nx.layout.spring_layout(G_tda, k=.07) # None # 
# pos = nx.layout.spiral_layout(G_tda, scale=0.1, equidistant=True)

nl = list(G_clusters)
el = list(G_clusters.edges())
nx.draw_networkx(G_clusters, pos=pos_clusters, 
                 with_labels=True,
                 nodelist=nl, edgelist=el,
                 node_size=[20*G_clusters.nodes[k]['n_members'] for k in nl], # 80,# 644, 
                 node_color='tan',
                 # cmap='tab20', 
                 # labels={k: G_tda.nodes[k]['name'] for k in G_tda},
                 width=[np.exp(1.2*G_clusters.edges[k]['avg_overlap_proportion']) for k in el],
                 font_size=12, # 10, # edge_color
                 ax=ax)
../../_images/4ff79b6f0ed623941ba1348a6d80fb145a6f4d8c8a7538f28760aef2708ecdf6.png 
# number of samples in each cluster:
{k: len(clusters[k]) for k in G_clusters}

{2: 6,
 3: 8,
 7: 57,
 10: 5,
 11: 7,
 13: 37,
 14: 41,
 16: 6,
 18: 30,
 19: 4,
 20: 8,
 22: 7,
 23: 58,
 24: 14,
 28: 4,
 29: 3,
 31: 3,
 35: 7,
 36: 9,
 39: 11,
 40: 9,
 43: 9,
 44: 4,
 45: 3,
 46: 127,
 48: 627,
 49: 10,
 51: 4,
 53: 4,
 54: 53,
 55: 5,
 56: 5,
 59: 4,
 60: 5,
 63: 4,
 64: 3,
 66: 8,
 68: 7}

# number of samples in each component:
{tuple(sorted(x)): len(set(itertools.chain(*[G_clusters.nodes[k]['members'] for k in x]))) for x in nx.connected_components(G_clusters)}

{(2,): 6,
 (3,): 8,
 (7, 18, 23): 58,
 (10, 11, 16): 7,
 (13,): 37,
 (14,): 41,
 (19,): 4,
 (20, 35, 68): 8,
 (22,): 7,
 (24,): 14,
 (28,): 4,
 (29, 31, 53): 4,
 (36,): 9,
 (39, 40, 43, 49, 56): 11,
 (44,): 4,
 (45, 63, 64): 4,
 (46,): 127,
 (48,): 627,
 (51,): 4,
 (54,): 53,
 (55,): 5,
 (59,): 4,
 (60,): 5,
 (66,): 8}

# 
cluster_record = pd.concat([pd.Series(data=[48]*len(G_clusters.nodes[48]['members']), index = G_clusters.nodes[48]['members'], name='cluster'),
                            pd.Series(data=[46]*len(G_clusters.nodes[46]['members']), index = G_clusters.nodes[46]['members'], name='cluster')],
                           axis=0)
cluster_record_colors = cluster_record.map({48: 'darkgreen', 46: 'tan'})

X_tmp = X.loc[pw_features_nonan, cluster_record_colors.index]
X_tmp = ((X_tmp.T - X_tmp.mean(axis=1))/ X_tmp.std(axis=1)).T

sns.clustermap(X_tmp, 
               row_cluster=True, 
               col_cluster=True,
               method='ward',
               col_colors=cluster_record_colors, cmap='RdBu', center=0, robust=True)

<seaborn.matrix.ClusterGrid at 0x7fe6483670d0>
../../_images/9cab3405e5225f665346a7452bb1783ead8dd7da3ffd9a8c3b9491b0d7221d9f.png 
from lifelines import KaplanMeierFitter

clin_survival['OS.time'].hist(bins=300)
plt.plot([110, 110], [0, 35], 'r--')
plt.gca().set_xlim((0,1000))

(0.0, 1000.0)
../../_images/8e22b47470887c05db6530ffbccdc4f13b9af9a5ce4a72b8c41e4363a7a31218.png 
clin_survival = clin_small.loc[cluster_record_colors.index, ['OS', 'OS.time']] # .sort_values(by='OS.time')
print(clin_survival.shape)
clin_survival = clin_survival.loc[~clin_survival['OS.time'].isna()]
print(clin_survival.shape)
clin_survival = clin_survival.loc[clin_survival['OS.time'] > 110]
print(clin_survival.shape)
clin_survival = clin_survival.astype({'OS': int})

(754, 2)
(753, 2)
(695, 2)

clin_survival = clin_survival.drop(index=['TCGA-A7-A26F-01B-04R-A22O-07', 
                                          'TCGA-A7-A13E-01A-11R-A12P-07',
                                          'TCGA-AC-A2QH-01A-11R-A18M-07', 
                                          'TCGA-A7-A26J-01A-11R-A169-07',
                                          'TCGA-A7-A0DB-01A-11R-A277-07',
                                          'TCGA-A7-A0DB-01A-11R-A00Z-07',
                                          'TCGA-A7-A0DB-01C-02R-A277-07',
                                          'TCGA-A7-A13D-01A-13R-A12P-07',
                                          'TCGA-A7-A13D-01B-04R-A277-07',
                                          'TCGA-A7-A13D-01A-13R-A277-07',
                                          'TCGA-A7-A26E-01A-11R-A169-07',
                                          'TCGA-A7-A26E-01B-06R-A277-07',
                                          'TCGA-A7-A26E-01A-11R-A277-07',
                                          'TCGA-A7-A26I-01B-06R-A22O-07',
                                          'TCGA-A7-A26I-01A-11R-A169-07',
                                          'TCGA-A7-A26J-01B-02R-A277-07',
                                          'TCGA-A7-A26J-01A-11R-A277-07',
                                          ])
print(clin_survival.shape)

(678, 2)

# clin.loc[clin_survival.index, 'patient'].nunique()

# a = pd.concat([clin.loc[clin_survival.index, 'patient'], cluster_record.loc[clin_survival.index]],
#           axis=1)
# for aa,bb in a.groupby('patient'):
#     if bb.shape[0] > 1:
#         print(aa)
#         display(bb)

clin_survival['OS'].value_counts()

0    577
1    101
Name: OS, dtype: int64

from lifelines.plotting import add_at_risk_counts
from lifelines.statistics import logrank_test

cluster_record.loc[clin_survival.index].value_counts()

48    572
46    106
Name: cluster, dtype: int64

T = clin_survival['OS.time']
E = clin_survival['OS']
groups = cluster_record.loc[clin_survival.index]
g48 = groups == 48
g46 = groups == 46

fig, ax = plt.subplots(1,1, figsize=(6,6))
kmf1 = KaplanMeierFitter()
kmf1.fit(T[g48], E[g48], label='cluster 48')
kmf1.plot(ax=ax, show_censors=True) # , at_risk_counts=True)

kmf2 = KaplanMeierFitter()
kmf2.fit(T[g46], E[g46], label='cluster 46')
kmf2.plot(ax=ax, show_censors=True) # , at_risk_counts=True)

add_at_risk_counts(kmf1, kmf2, ax=ax)
plt.tight_layout()

lrp = logrank_test(T[g48], T[g46], event_observed_A=E[g48], event_observed_B=E[g46])
lrp = lrp.p_value

ax.set_title(f"logrank p = {np.round(lrp, 4)}");

Text(0.5, 1.0, 'logrank p = 0.0036')
../../_images/ecc887a195dab829544bd653bcb7024c7c78c721db6553ffe124fd3a36a42443.png

plot kmf for all connected components - remove samples with NAN, duplicates, or OS.time <= 110#

clin_survival = clin_small[['OS', 'OS.time']] # .sort_values(by='OS.time')
print(clin_survival.shape)
clin_survival = clin_survival.loc[~clin_survival['OS.time'].isna()]
print(clin_survival.shape)
clin_survival = clin_survival.loc[clin_survival['OS.time'] > 110]
print(clin_survival.shape)
clin_survival = clin_survival.astype({'OS': int})

(1111, 2)
(1109, 2)
(1029, 2)

sample_replicates = []
for a,b in clin.loc[clin_survival.index, ['patient']].groupby('patient'):
    if b.shape[0]>1:
        # print(a)
        # display(b)
        sample_replicates = sample_replicates + b.index.tolist()
        
print(len(sample_replicates))

27

clin_survival = clin_survival.drop(index=sample_replicates)
print(clin_survival.shape)

(1002, 2)

", ".join(['a'])

print(len(clin_survival.index), len(cluster_record.index), len(set(clin_survival.index) & set(cluster_record.index)))

1002 1059 953

cluster_record = []
for cc in nx.connected_components(G_clusters):
    label = "Cluster(s) " + "-".join([str(k) for k in cc])
    samples = list(set(itertools.chain(*[G_clusters.nodes[k]['members'] for k in cc])))
    cluster_record.append(pd.Series(data=[label]*len(samples), index=samples, name='cluster'))
    
cluster_record = pd.concat(cluster_record, axis=0)
print(cluster_record.shape)

sl = list(set(clin_survival.index) & set(cluster_record.index))
cluster_record = cluster_record.loc[sl]
clin_survival = clin_survival.loc[sl]


print(cluster_record.shape)

(1059,)
(953,)

8000/365*12

21.91780821917808

T = clin_survival['OS.time']
E = clin_survival['OS']
C = cluster_record.loc[T.index]

c_record = []

fig, ax = plt.subplots(1,1, figsize=(9,6))
kmfs = []
for clus in tqdm(cluster_record.unique()):
    group = C == clus
    if group.sum() > 10:
        c_record.append(clus)
        
        kmf = KaplanMeierFitter()
        kmf.fit(T[group], E[group], label=clus + f" (n = {group.sum()})")
        kmf.plot(ax=ax, show_censors=False, ci_show=False)
        kmfs.append(kmf)

ttl = ""        
for clus_a, clus_b in itertools.combinations(cluster_record.unique(), 2):
    group_a = C==clus_a
    group_b = C==clus_b
    if (group_a.sum() > 10) and (group_b.sum() > 10):
        lrp = logrank_test(T[group_a], T[group_b], event_observed_A=E[group_a], event_observed_B=E[group_b])
        lrp = lrp.p_value
        ttl += f"\n{clus_a} vs {clus_b} :  p = {np.round(lrp, 4)}"
        
add_at_risk_counts(*kmfs, ax=ax)
plt.tight_layout()

#     lrp = logrank_test(T[g48], T[g46], event_observed_A=E[g48], event_observed_B=E[g46])
#     lrp = lrp.p_value

ax.set_title(f"logrank {ttl}");

100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 24/24 [00:00<00:00, 191.60it/s]
../../_images/b83c884ebcdf721a7512c70c4b8d632bffd66306dfbc65aa0cea46c1b248d315.png 
tmp = cluster_record.loc[cluster_record.isin(c_record)].sort_values()
tmp_colors = tmp.map({'Cluster(s) 14': 'b',
                      'Cluster(s) 13': 'orange',
                      'Cluster(s) 54': 'g',
                      'Cluster(s) 48': 'r',
                      'Cluster(s) 46': 'purple',
                      'Cluster(s) 18-23-7': 'brown',
                      'Cluster(s) 24': 'pink',
                      'Cluster(s) 39-40-43-49-56': 'gray'})

X_tmp = X.loc[pw_features_nonan, tmp_colors.index]
X_tmp = ((X_tmp.T - X_tmp.mean(axis=1))/ X_tmp.std(axis=1)).T

sns.clustermap(X_tmp, 
               row_cluster=True, 
               col_cluster=False,
               method='ward',
               col_colors=tmp_colors, cmap='RdBu', center=0, robust=True)

<seaborn.matrix.ClusterGrid at 0x7fe6491933d0>
../../_images/f502b151d7160ac6e016f4be6b7586aceff2e4b5f0fbdfabe0608d8b50f31d7b.png

Input

  • X : RNA-Seq data matrix

  • genelist : list of genes of interest in X

  • G : gene-gene (or protein-protein) interaction network

Algorithm

  1. Compute sample-pairwise gene-1-hop-neighborhood distances:

    • Wasserstein distances (shape): For each gene g in the genelist, compute $$d_W^{(g)}(sample_i, sample_j)$$ which is the Wasserstein distance of gene g’s 1-hop neighborhood between every two samples i and j.

    • Euclidean distances (scale): For each gene g in the genelist, compute $$d_E^{(g)}(sample_i, sample_j)$$ which is the Euclidean distance of gene g’s 1-hop neighborhood (including self) between every two samples i and j.

  2. Compute net sample-pairwise distances:

    • Wasserstein distance (shape): $$d_W(sample_i, sample_j) = |d_W^{(g)}(sample_i, sample_j)|$$ as the $L_1$ or $L_2$ norm of the vector of gene-1-hop-neighborhood Wasserstein distances for all genes g in the genelist.

    • Euclidean distance (scale): $$d_E(sample_i, sample_j) = |d_E^{(g)}(sample_i, sample_j)|$$ as the $L_1$ or $L_2$ norm of the vector of gene-1-hop-neighborhood Euclidean distances for all genes g in the genelist.

  3. Convert net sample-pairwise distances to standardized similarities:

    • $\sigma$ : Kernel width representing each data point’s accessible neighbors.

    • Set $\sigma$ normalization for each obs as the distance to its k-th neighbor : $$K_{ij}(d) = \sqrt{\frac{2\sigma_i\sigma_j}{\sigma_i^2 + \sigma_j^2}}e^{-\frac{|d_{ij}^2|}{2(\sigma_i^2 + \sigma_j^2)}}$$ where for each observation $i$, $\sigma_i$ is the distance to its $k$-th nearest neighbor.

      • Standardized sample-pairwise Wasserstein similarity: $$K_W = K(d_W)$$

      • Standardized sample-pairwise Euclidean similarity: $$K_E = K(d_E)$$

  4. Compute fused sample-pairwise distance $d_F$:

    • $d_F = 1 - \frac{K_W + K_E}{2}$ (Note : could choose other weights to fuse with an unbalanced combination)

  5. Compute sample-pairwise co-branch frequency from pseudo-organization:

    • Compute pseudo-organization branching using each sample as the root.

    • Count the number (or percentage) of times every two samples are found in the same branch - tracker(sample_i, sample_j)

  6. Cluster samples and generate organization schema:

    • user specified parameters:

      • percentage (0 < percentage <= 100) : Percentage of pseudo-organizations that samples must be found in the same branch to be considered part of the same cluster.

      • min_clus_component_size (1 <= min_clus_component_size <= largest number of samples within a single connected component) : Remove each cluster where the connected component it belongs to has less than min_island_clus_size samples collectively.

    • approach for constructing the schema:

      • For each sample i, identify cluster c_i where $$c_i = { i } \cup { j : tracker(i, j) >= percentage }, $$ which is represented as a node in the schema.

      • Draw an edge between every two clusters/nodes (e.g., c_i and c_j) where there is an overlap in the samples associated with each clusters/nodes.

      • Remove connected components in the schema associated with less than min_clus_component_size samples, collectively.

      • (To do:) Draw fictitious edges to connect the connected-components based on inter-pseudo-organization distance

from scipy.cluster.hierarchy import fcluster

sorted(set([k[-1] for k in cm.dendrogram_col.dendrogram['dcoord']]))

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 1571.1912677965088,
 1571.4630249938298,
 1571.4873049746284,
 1571.925475390408,
 1572.7951195254182,
 1574.4054998862637,
 1574.9323943580998,
 1575.358200488395,
 1575.553591920472,
 1577.8316825500524,
 1578.3108531091561,
 1578.848145510608,
 1579.088028740468,
 1580.6035358062268,
 1582.7490551920596,
 1583.7884514286345,
 1584.9307540479936,
 1587.9176898043718,
 1588.603817556773,
 1591.8843400213152,
 1596.645048765034,
 1597.4555554954868,
 1597.7225743175388,
 1600.177266352162,
 1605.0946866992067,
 1605.4355635067334,
 1606.3533235250582,
 1621.9591965750526,
 1622.1003638984323,
 1623.6962335732014,
 1631.532261339522,
 1632.745179792717,
 1636.8235061476903,
 1645.1273070375441,
 1647.5473286506185,
 1661.9323697345358,
 1673.0370178492924,
 1693.8087195667058,
 1694.8244746875707,
 1701.0160831725364,
 1703.4317411716747,
 1717.1071512886338,
 1718.3896810639856,
 1722.7817900816963,
 1728.2311611832492,
 1758.2940945140908,
 1783.5000054214734,
 1790.4155018285735,
 1791.6884584332956,
 1870.1096061117137,
 1912.2242610133333,
 2080.596697928723,
 2157.8731790453007,
 2158.566408897815,
 2166.3511240023145,
 2189.5610238206673,
 2360.6028299610434,
 2416.8419506116866,
 2596.7692019335595,
 2607.0247132585746,
 2616.028824537102,
 2633.9710088871466,
 2641.9382613653997,
 3066.024313628598,
 3099.9876407807023,
 3248.5803316899965,
 3255.1504097176585,
 3356.6999536669655,
 3413.796116880379,
 3541.6652715953087,
 3576.8581718154796,
 4359.427292008497,
 4861.219860202565,
 4906.762575873363,
 5156.699631250767,
 5716.6826507824,
 6448.444529424833,
 7695.125931854098,
 9241.972053547106]

fl = fcluster(cm.dendrogram_col.linkage,
              1370,criterion='distance')
fl.max()

1108

fl.max()

1111

Using immune signature#

Identification of a tumor immune-inflammation signature predicting prognosis and immune status in breast cancer https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9881411/

developed a tumor immune-inflammation signature (TIIS) consisting of 18 genes:

  • PSME2

  • IL27

  • NRP3

  • TSLP

  • NOS1

  • APOD

  • ADRB1

  • LCN1

  • HGF

  • JUN

  • IFNG

  • FABP6

  • FLT3

  • KCNMB2

  • NRG1

  • AVPR1A

  • AMH

  • SDC1

TIIS = ['PSME2', 'IL27', 'NRP3', 'TSLP', 'NOS1', 'APOD', 
        'ADRB1', 'LCN1', 'HGF', 'JUN', 'IFNG', 'FABP6', 
        'FLT3', 'KCNMB2', 'NRG1', 'AVPR1A', 'AMH', 'SDC1']

set(['NLRP3', 'AGTAVPRL', 'AII', 'AVP', 'C1orf7', 'CIAS1', 'CLR1.1', 
     'FCAS', 'FCAS1', 'FCU', 'MWS', 'NALP3', 'PYPAF1', 'DFNA34', 'KEFH']) & set(G)
     
#      NLR family, pyrin domain containing 3, NLR family pyrin domain containing 3, ])

{'AVP', 'NLRP3'}

set(TIIS) - set(G)

{'FABP6', 'KCNMB2', 'NRP3'}

set(TIIS) - set(G.subgraph(TIIS))

{'FABP6', 'KCNMB2', 'NRP3'}

Exploration the Significance of a Novel Immune-Related Gene Signature in Prognosis and Immune Microenvironment of Breast Cancer

https://www.frontiersin.org/journals/oncology/articles/10.3389/fonc.2020.01211/full

27 gene prognostic immune signature:

IL = ['ULBP2', 'CXCL9', 'CXCL13', 'S100A11', 'MMP9', 'ISG20',
 'TFRC', 'SOCS3', 'JUN', 'ROBO3', 'IRF7', 'IL18', 'TNFSF4', 'CCR7', 'CCL24', 
 'VAV3', 'NFKBI1', 'FGF7', 'NRG1', 'SCG2', 'ADRB1', 'FLT3', 'IL2RG', 
 'NPR3', 'SDC1', 'SSTR1', 'TNFRSF8']
print(len(IL))
print(sorted(IL))
print(len(set(G) & set(IL)))

27
['ADRB1', 'CCL24', 'CCR7', 'CXCL13', 'CXCL9', 'FGF7', 'FLT3', 'IL18', 'IL2RG', 'IRF7', 'ISG20', 'JUN', 'MMP9', 'NFKBI1', 'NPR3', 'NRG1', 'ROBO3', 'S100A11', 'SCG2', 'SDC1', 'SOCS3', 'SSTR1', 'TFRC', 'TNFRSF8', 'TNFSF4', 'ULBP2', 'VAV3']
23

set(IL) & set(TIIS)

{'ADRB1', 'FLT3', 'JUN', 'NRG1', 'SDC1'}

Molecular Portrait of Hypoxia in Breast Cancer: A Prognostic Signature and Novel HIF-regulated Genes https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6279594/#SD1

42-gene Hypoxia signature:

  • EGLN3

  • ALDOC

  • SPAG4

  • CA9

  • GBE1

  • ANKRD37

  • HK2

  • ANGPTL4

  • PDK1

  • KDM3A (JMJD1A)

  • ALDOA

  • DDIT4

  • TMEM45A

  • CCNG2

  • SLC2A1

  • BNIP3L

  • P4HA1

  • LDHA

  • NDRG1

  • DARS

  • PPP1R3C

  • PFKFB4

  • PGK1

  • VEGFA

  • EGLN1

  • BNIP3

  • VLDLR

  • STC1

  • FGF11

  • BHLHE40(DEC1)

  • PPFIA4

  • LOX

  • C4orf3

  • C4orf47

  • FUT11

  • DNAH11

  • TCAF2 (FAM139A)

  • CASP14

  • MIR210HG

  • RP11–798M19.6

  • CMB9–22P13.1

  • SDAD1P1 # psuedogene

  • RP11–61L23.2 # psuedogene

EGLN3
ALDOC
SPAG4
CA9
GBE1
ANKRD37
HK2
ANGPTL4
PDK1
KDM3A (JMJD1A)
ALDOA
DDIT4
TMEM45A
CCNG2
SLC2A1
BNIP3L
P4HA1
LDHA
NDRG1
DARS
PPP1R3C
PFKFB4
PGK1
VEGFA
EGLN1
BNIP3
VLDLR
STC1
FGF11
BHLHE40(DEC1)
PPFIA4
LOX
C4orf3
C4orf47
FUT11
DNAH11
TCAF2 (FAM139A)
CASP14
MIR210HG
RP11–798M19.6
CMB9–22P13.1
SDAD1P1 # psuedogene
RP11–61L23.2 # psuedogene